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@inproceedings{DBLP:conf/copa/0002NK23,
author = {Rui Luo and
Buddhika Nettasinghe and
Vikram Krishnamurthy},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Anomalous Edge Detection in Edge Exchangeable Social Network Models},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {287--310},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/luo23a.html},
timestamp = {Wed, 20 Sep 2023 14:20:04 +0200},
biburl = {https://dblp.org/rec/conf/copa/0002NK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/AlkhatibBEJ23,
author = {Amr Alkhatib and
Henrik Bostr{\"{o}}m and
Sofiane Ennadir and
Ulf Johansson},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Approximating Score-based Explanation Techniques Using Conformal Regression},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {450--469},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/alkhatib23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/AlkhatibBEJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/AlthoffSAC23,
author = {Simon Althoff and
Johan Hallberg Szabadv'ary and
Jonathan Anderson and
Lars Carlsson},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Evaluation of conformal-based probabilistic forecasting methods for
short-term wind speed forecasting},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {100--115},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/althoff23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/AlthoffSAC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/AndeolFGM23,
author = {L{\'{e}}o And{\'{e}}ol and
Thomas Fel and
Florence de Grancey and
Luca Mossina},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Confident Object Detection via Conformal Prediction and Conformal
Risk Control: an Application to Railway Signaling},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {36--55},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/andeol23a.html},
timestamp = {Sun, 28 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/AndeolFGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/AngelopoulosKBW23,
author = {Anastasios N. Angelopoulos and
Karl Krauth and
Stephen Bates and
Yixin Wang and
Michael I. Jordan},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Recommendation Systems with Distribution-Free Reliability Guarantees},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {175--193},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/angelopoulos23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/AngelopoulosKBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/BostromLV23,
author = {Henrik Bostr{\"{o}}m and
Henrik Linusson and
Anders Vesterberg},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Mondrian Predictive Systems for Censored Data},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {399--412},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/bostrom23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/BostromLV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Canete23,
author = {Alejandro Ca{\~{n}}ete},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Market Implied Conformal Volatility Intervals},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {89--99},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/canete23a.html},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Canete23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Canete23a,
author = {Alejandro Ca{\~{n}}ete},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Online NoVaS Conformal Volatility Prediction},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {166--168},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/canete23b.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Canete23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Cherubin23,
author = {Giovanni Cherubin},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {How do the performance of a Conformal Predictor and its underlying
algorithm relate?},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {546--548},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/cherubin23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Cherubin23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Choudhury0N23,
author = {Robert Choudhury and
Zhiyuan Luo and
Khuong An Nguyen},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Evaluating potential sensitive information leaks on a smartphone using
the magnetometer and Conformal Prediction},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {116--133},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/choudhury23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Choudhury0N23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Colombo23,
author = {Nicol{\`{o}} Colombo},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {On training locally adaptive {CP}},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {384--398},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/colombo23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Colombo23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/CordierBLMCB23,
author = {Thibault Cordier and
Vincent Blot and
Louis Lacombe and
Thomas Morzadec and
Arnaud Capitaine and
Nicolas J.{-}B. Brunel},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Flexible and Systematic Uncertainty Estimation with Conformal Prediction
via the {MAPIE} library},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {549--581},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/cordier23a.html},
timestamp = {Tue, 26 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/CordierBLMCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/EliadesP23,
author = {Charalambos Eliades and
Harris Papadopoulos},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {A Conformal Martingales Ensemble Approach for addressing Concept Drift},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {328--346},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/eliades23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/EliadesP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/EnnadirABV23,
author = {Sofiane Ennadir and
Amr Alkhatib and
Henrik Bostr{\"{o}}m and
Michalis Vazirgiannis},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Conformalized Adversarial Attack Detection for Graph Neural Networks},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {311--323},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/ennadir23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/EnnadirABV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/ErnezAGKA23,
author = {Fares Ernez and
Alexandre Arnold and
Audrey Galametz and
Catherine Kobus and
Nawal Ould Amer},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Applying the conformal prediction paradigm for the uncertainty quantification
of an end-to-end automatic speech recognition model (wav2vec 2.0)},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {16--35},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/ernez23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/ErnezAGKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/FeldmanEBAGR23,
author = {Shai Feldman and
Bat{-}Sheva Einbinder and
Stephen Bates and
Anastasios N. Angelopoulos and
Asaf Gendler and
Yaniv Romano},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Conformal Prediction is Robust to Dispersive Label Noise},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {624--626},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/feldman23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/FeldmanEBAGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Garcia-GalindoL23,
author = {Alberto Garc{\'{\i}}a{-}Galindo and
Marcos Lopez{-}De{-}Castro and
Rub{\'{e}}n Arma{\~{n}}anzas},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {An Uncertainty-Aware Sequential Approach for Predicting Response to
Neoadjuvant Therapy in Breast Cancer},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {74--88},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/garcia-galindo23a.html},
timestamp = {Tue, 25 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Garcia-GalindoL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/GaurahaB23,
author = {Niharika Gauraha and
Henrik Bostr{\"{o}}m},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Investigating the Contribution of Privileged Information in Knowledge
Transfer {LUPI} by Explainable Machine Learning},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {470--484},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/gauraha23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/GaurahaB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Giovannotti23,
author = {Patrizio Giovannotti},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Evaluating Machine Translation Quality with Conformal Predictive Distributions},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {413--429},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/giovannotti23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Giovannotti23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/JavanmardiSHH23,
author = {Alireza Javanmardi and
Yusuf Sale and
Paul Hofman and
Eyke H{\"{u}}llermeier},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Conformal Prediction with Partially Labeled Data},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {251--266},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/javanmardi23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/JavanmardiSHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/JohanssonSLB23,
author = {Ulf Johansson and
Cecilia S{\"{o}}nstr{\"{o}}d and
Tuwe L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Confidence Classifiers with Guaranteed Accuracy or Precision},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {513--533},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/johansson23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/JohanssonSLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/KatoTL23,
author = {Yuko Kato and
David M. J. Tax and
Marco Loog},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {A Review of Nonconformity Measures for Conformal Prediction in Regression},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {369--383},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/kato23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/KatoTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/KuijkDS23,
author = {Kristian van Kuijk and
Mark Dirksen and
Christof Seiler},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Conformal Regression in Calorie Prediction for Team Jumbo-Visma},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {5--15},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/kuijk23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/KuijkDS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/LienenDH23,
author = {Julian Lienen and
Caglar Demir and
Eyke H{\"{u}}llermeier},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Conformal Credal Self-Supervised Learning},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {214--233},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/lienen23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/LienenDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/LofstromBRBJ23,
author = {Tuwe L{\"{o}}fstr{\"{o}}m and
Alexander Bondaletov and
Artem Ryasik and
Henrik Bostr{\"{o}}m and
Ulf Johansson},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Tutorial on using Conformal Predictive Systems in {KNIME}},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {602--620},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/lofstrom23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/LofstromBRBJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Manolopoulos23,
author = {Yannis Manolopoulos},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Recommendation Systems in Scholarly Publishing},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {621--623},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/manolopoulos23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Manolopoulos23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/MekkaouiFGAVH23,
author = {Sara El Mekkaoui and
Carla J. Ferreira and
Juan Camilo Guevara G{\'{o}}mez and
Christian Agrell and
Nicholas James Vaughan and
Hans Olav Heggen},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Neural Networks based Conformal Prediction for Pipeline Structural
Response},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {134--146},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/el-mekkaoui23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/MekkaouiFGAVH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/MendilMV23,
author = {Mouhcine Mendil and
Luca Mossina and
David Vigouroux},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {{PUNCC:} a Python Library for Predictive Uncertainty Calibration and
Conformalization},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {582--601},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/mendil23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/MendilMV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/NarteniCDMM23,
author = {Sara Narteni and
Alberto Carlevaro and
Fabrizio Dabbene and
Marco Muselli and
Maurizio Mongelli},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {{CONFIDERAI:} CONFormal Interpretable-by-Design score function for
Explainable and Reliable Artificial Intelligence},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {485--487},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/narteni23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/NarteniCDMM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/NouretdinovG23,
author = {Ilia Nouretdinov and
James Gammerman},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Conformal Association Rule Mining {(CARM):} {A} novel technique for
data error detection and probabilistic correction},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {267--286},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/nouretdinov23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/NouretdinovG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/NouretdinovG23a,
author = {Ilia Nouretdinov and
Alex Gammerman},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {The Venn-ABERS Testing for Change-Point Detection},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {367--368},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/nouretdinov23b.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/NouretdinovG23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/PhamAB23,
author = {Tien{-}Dung Pham and
Uwe Aickelin and
Robert Bassett},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Capturing prediction uncertainty in upstream cell culture models using
conformal prediction and Gaussian processes},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {169--171},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/pham23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/PhamAB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/PrinsterSL23,
author = {Drew Prinster and
Suchi Saria and
Anqi Liu},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Efficient Approximate Predictive Inference Under Feedback Covariate
Shift with Influence Functions},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {324--327},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/prinster23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/PrinsterSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/RodriguezBDQ23,
author = {Come Rodriguez and
Vitor Martin Bordini and
S{\'{e}}bastien Destercke and
Benjamin Quost},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Self Learning using Venn-Abers predictors},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {234--250},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/rodriguez23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/RodriguezBDQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Smirnov23,
author = {Evgueni N. Smirnov},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Coverage vs Acceptance-Error Curves for Conformal Classification Models},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {534--545},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/smirnov23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Smirnov23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/TebjouFC23,
author = {Abdelmouaiz Tebjou and
Goran Frehse and
Fa{\"{\i}}cel Chamroukhi},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Data-driven Reachability using Christoffel Functions and Conformal
Prediction},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {194--213},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/tebjou23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/TebjouFC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/TrunovV23,
author = {Vladimir G. Trunov and
Vladimir V. V'yugin},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Online aggregation of conformal predictive systems},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {430--449},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/trunov23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/TrunovV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/TyagiG23,
author = {Chhavi Tyagi and
Wenge Guo},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Multi-label Classification under Uncertainty: {A} Tree-based Conformal
Prediction Approach},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {488--512},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/tyagi23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/TyagiG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/UddinL23,
author = {Nasir Uddin and
Tuwe L{\"{o}}fstr{\"{o}}m},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Applications of Conformal Regression on Real-world Industrial Use
Cases using Crepes and {MAPIE}},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {147--165},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/uddin23a.html},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/UddinL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/VishwakarmaFL23,
author = {Rahul Vishwakarma and
Mahshid Fardadi and
Bing Liu},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Variable Sparing of Disk Drives Based on Failure Analysis},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {172--174},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/vishwakarma23b.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/VishwakarmaFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/VishwakarmaHMH23,
author = {Rahul Vishwakarma and
Jinha Hwang and
Soundouss Messoudi and
Ava Hedayatipour},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Enterprise Disk Drive Scrubbing Based on Mondrian Conformal Predictors},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {56--73},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/vishwakarma23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/VishwakarmaHMH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Vovk23,
author = {Vladimir Vovk},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {The power of forgetting in statistical hypothesis testing},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {347--366},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/vovk23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Vovk23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/X23,
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Preface},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {1--4},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/papadopoulos23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/X23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/copa/2023,
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/AbdelqaderSPG22,
author = {Husam Abdelqader and
Evgueni N. Smirnov and
Marc Pont and
Marciano Geijselaers},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Conformal Decision Rules},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {319--321},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/abdelqader22a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/AbdelqaderSPG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Al-BaghdadiKLL22,
author = {Najim Al{-}Baghdadi and
Yuri Kalnishkan and
David Lindsay and
Si{\^{a}}n Lindsay},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Online Portfolio Hedging with the Weak Aggregating Algorithm},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {149--168},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/al-baghdadi22a.html},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Al-BaghdadiKLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/AlkhatibBJ22,
author = {Amr Alkhatib and
Henrik Bostr{\"{o}}m and
Ulf Johansson},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Assessing Explanation Quality by Venn Prediction},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {42--54},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/alkhatib22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/AlkhatibBJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/AshbyMNLG22,
author = {Alice E. Ashby and
Julia A. Meister and
Khuong An Nguyen and
Zhiyuan Luo and
Werner Gentzke},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Cough-based {COVID-19} detection with audio quality clustering and
confidence measure based learning},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {129--148},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/ashby22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/AshbyMNLG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Bostrom22,
author = {Henrik Bostr{\"{o}}m},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {crepes: a Python Package for Generating Conformal Regressors and Predictive
Systems},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {24--41},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/bostrom22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Bostrom22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Destercke22,
author = {S{\'{e}}bastien Destercke},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Uncertain data in learning: challenges and opportunities},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {322--332},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/destercke22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Destercke22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/EliadesP22,
author = {Charalambos Eliades and
Harris Papadopoulos},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {A Betting Function for addressing Concept Drift with Conformal Martingales},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {219--238},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/eliades22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/EliadesP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Giovannotti22,
author = {Patrizio Giovannotti},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Calibration of Natural Language Understanding Models with Venn{\textendash}ABERS
Predictors},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {55--71},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/giovannotti22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Giovannotti22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Hernandez-Hernandez22,
author = {Saiveth Hern{\'{a}}ndez{-}Hern{\'{a}}ndez and
Sachin Vishwakarma and
Pedro Ballester},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Conformal prediction of small-molecule drug resistance in cancer cell
lines},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {92--108},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/hernandez-hernandez22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Hernandez-Hernandez22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Hjort22,
author = {Anders Hjort},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {House Price Prediction with Confidence: Empirical Results from the
Norwegian Market},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {313--315},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/hjort22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Hjort22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/JohanssonBNLC22,
author = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Preface},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {1--3},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/johansson22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/JohanssonBNLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/JohanssonLS22,
author = {Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m and
Niclas St{\aa}hl},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Well-Calibrated Rule Extractors},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {72--91},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/johansson22b.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/JohanssonLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/KhatriB22,
author = {Robin Khatri and
Stefan Bonn},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Uncertainty Estimation for Single-cell Label Transfer},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {109--128},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/khatri22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/KhatriB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/KirsteinSE22,
author = {Max Kirstein and
David Sommer and
Martin Eigel},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Tensor-Train Kernel Learning for Gaussian Processes},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {253--272},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/kirstein22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/KirsteinSE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/LofstromRJ22,
author = {Tuwe L{\"{o}}fstr{\"{o}}m and
Artem Ryasik and
Ulf Johansson},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Tutorial for using conformal prediction in {KNIME}},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {4--23},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/lofstrom22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/LofstromRJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/MendilMNP22,
author = {Mouhcine Mendil and
Luca Mossina and
Marc Nabhan and
Kevin Pasini},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Robust Gas Demand Forecasting With Conformal Prediction},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {169--187},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/mendil22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/MendilMNP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/MessoudiDR22,
author = {Soundouss Messoudi and
S{\'{e}}bastien Destercke and
Sylvain Rousseau},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Ellipsoidal conformal inference for Multi-Target Regression},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {294--306},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/messoudi22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/MessoudiDR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Nouretdinov22,
author = {Ilia Nouretdinov},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {On efficiency of Learning Under Privileged Information},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {239--252},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/nouretdinov22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Nouretdinov22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/NouretdinovG22,
author = {Ilia Nouretdinov and
James Gammerman},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Prediction of Energy Consumption with Inductive Venn-Abers Predictive
Distribution},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {307--309},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/nouretdinov22b.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/NouretdinovG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Riquelme-Granada22,
author = {Nery Riquelme{-}Granada and
Zhiyuan Luo and
Khuong An Nguyen},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Communication-efficient Conformal Prediction for Distributed Datasets},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {310--312},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/riquelme-granada22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Riquelme-Granada22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/SchlembachSK22,
author = {Filip Schlembach and
Evgueni N. Smirnov and
Irena Koprinska},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Conformal Multistep-Ahead Multivariate Time-Series Forecasting},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {316--318},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/schlembach22a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/SchlembachSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/VovkNG22,
author = {Vladimir Vovk and
Ilia Nouretdinov and
Alex Gammerman},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Conformal testing: binary case with Markov alternatives},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {207--218},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/vovk22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/VovkNG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/XiZC22,
author = {Zepu Xi and
Xuebin Zhuang and
Hongbo Chen},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Conformal prediction for hypersonic flight vehicle classification},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {118--206},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/xi22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/XiZC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/ZhaoB22,
author = {Xindi Zhao and
Anthony Bellotti},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Pruning neural networks for inductive conformal prediction},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {273--293},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/zhao22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/ZhaoB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/copa/2022,
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/AleksandrovaC21,
author = {Marharyta Aleksandrova and
Oleg Chertov},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Impact of model-agnostic nonconformity functions on efficiency of
conformal classifiers: an extensive study},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {151--170},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/aleksandrova21a.html},
timestamp = {Wed, 27 Apr 2022 11:34:19 +0200},
biburl = {https://dblp.org/rec/conf/copa/AleksandrovaC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Bellotti21,
author = {Anthony Bellotti},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Approximation to object conditional validity with inductive conformal
predictors},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {4--23},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/bellotti21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Bellotti21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/BhattWC21,
author = {Umang Bhatt and
Adrian Weller and
Giovanni Cherubin},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Fast conformal classification using influence functions},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {303--305},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/bhatt21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/BhattWC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/BostromJL21,
author = {Henrik Bostr{\"{o}}m and
Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Mondrian conformal predictive distributions},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {24--38},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/bostrom21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/BostromJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Carlsson0CN21,
author = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Preface},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {1--3},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/carlsson21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Carlsson0CN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/ChatzichristosD21,
author = {Christos Chatzichristos and
Jos{\'{e}} Felipe Golib Dzib and
Andries Clinckaert and
Wouter Everaerts and
Maarten De Vos and
Martine Lewi},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {A non-conformity approach towards post-prostatectomy metastasis estimation
using a multicentre prostate cancer database},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {266--285},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/chatzichristos21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/ChatzichristosD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/DzhamtyrovaK21,
author = {Raisa Dzhamtyrova and
Yuri Kalnishkan},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {A lower bound for a prediction algorithm under the Kullback-Leibler
game},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {39--51},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/dzhamtyrova21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/DzhamtyrovaK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/EliadesP21,
author = {Charalambos Eliades and
Harris Papadopoulos},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Using inductive conformal martingales for addressing concept drift
in data stream classification},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {171--190},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/eliades21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/EliadesP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/GaurahaS21,
author = {Niharika Gauraha and
Ola Spjuth},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Synergy conformal prediction},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {91--110},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/gauraha21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/GaurahaS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/GiovannottiG21,
author = {Patrizio Giovannotti and
Alex Gammerman},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Transformer-based conformal predictors for paraphrase detection},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {243--265},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/giovannotti21a.html},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/GiovannottiG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/HocevarZ21,
author = {Tomaz Hocevar and
Blaz Zupan},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Conformal prediction and its integration within visual analytics toolbox},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {286--293},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/hocevar21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/HocevarZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/JaramilloS21,
author = {William Lopez Jaramillo and
Evgueni N. Smirnov},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Shapley-value based inductive conformal prediction},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {52--71},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/jaramillo21a.html},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/JaramilloS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/JohanssonLB21,
author = {Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Calibrating multi-class models},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {111--130},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/johansson21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/JohanssonLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/JohnstoneC21,
author = {Chancellor Johnstone and
Bruce Cox},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Conformal uncertainty sets for robust optimization},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {72--90},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/johnstone21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/JohnstoneC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/MessoudiD021,
author = {Soundouss Messoudi and
S{\'{e}}bastien Destercke and
Sylvain Rousseau},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Class-wise confidence for debt prediction in real estate management:
discussion and lessons learned from an application},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {211--228},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/messoudi21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/MessoudiD021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/NouretdinovVG21,
author = {Ilia Nouretdinov and
Vladimir Vovk and
Alex Gammerman},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Conformal changepoint detection in continuous model situations},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {300--302},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/nouretdinov21a.html},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/NouretdinovVG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Vovk21,
author = {Vladimir Vovk},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Conformal testing in a binary model situation},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {131--150},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/vovk21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Vovk21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/VovkPG21,
author = {Vladimir Vovk and
Ivan Petej and
Alex Gammerman},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Protected probabilistic classification},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {297--299},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/vovk21c.html},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/VovkPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/VovkPNACG21,
author = {Vladimir Vovk and
Ivan Petej and
Ilia Nouretdinov and
Ernst Ahlberg and
Lars Carlsson and
Alex Gammerman},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Retrain or not retrain: conformal test martingales for change-point
detection},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {191--210},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/vovk21b.html},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/VovkPNACG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/WernerCAB21,
author = {Hugo Werner and
Lars Carlsson and
Ernst Ahlberg and
Henrik Bostr{\"{o}}m},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Evaluation of updating strategies for conformal predictive systems
in the presence of extreme events},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {229--242},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/werner21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/WernerCAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/WilsonBBMSWN21,
author = {Nishant Wilson and
Steve Barwick and
Vince Booker and
Tom Mildenhall and
Laura Still and
Yan Wang and
Khuong An Nguyen},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Confidence machine learning for cutting tool life prediction},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {294--296},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/wilson21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/WilsonBBMSWN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/copa/2021,
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v152/},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Al-BaghdadiLKL20,
author = {Najim Al{-}Baghdadi and
David Lindsay and
Yuri Kalnishkan and
Si{\^{a}}n Lindsay},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {Practical investment with the long-short game},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {209--228},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/al-baghdadi20a.html},
timestamp = {Mon, 07 Aug 2023 13:29:45 +0200},
biburl = {https://dblp.org/rec/conf/copa/Al-BaghdadiLKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Bellotti20,
author = {Anthony Bellotti},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {Constructing normalized nonconformity measures based on maximizing
predictive efficiency},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {41--54},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/bellotti20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/Bellotti20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/BostromJ20,
author = {Henrik Bostr{\"{o}}m and
Ulf Johansson},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {Mondrian conformal regressors},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {114--133},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/bostrom20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/BostromJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/ColomboV20,
author = {Nicol{\`{o}} Colombo and
Vladimir Vovk},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {Training conformal predictors},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {55--64},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/colombo20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/ColomboV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/CorriganHNB20,
author = {Adam Corrigan and
Philip Hopcroft and
Ana Narvaez and
Claus Bendtsen},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {Batch mode active learning for mitotic phenotypes using conformal
prediction},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {229--243},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/corrigan20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/CorriganHNB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/EliadesP20,
author = {Charalambos Eliades and
Harris Papadopoulos},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {A histogram based betting function for conformal martingales},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {100--113},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/eliades20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/EliadesP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/KarlssonBZ20,
author = {Linn Karlsson and
Henrik Bostr{\"{o}}m and
Paul Zieger},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {Classication of aerosol particles using inductive conformal prediction},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {257--268},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/karlsson20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/KarlssonBZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Kiani20,
author = {Bahareh Mohammadi Kiani},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {A conformalized density-based clustering analysis of malicious traffic
for botnet detection},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {244--256},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/kiani20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/Kiani20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/KorotinVB20,
author = {Alexander Korotin and
Vladimir V'yugin and
Evgeny Burnaev},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {Mixing past predictions},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {171--188},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/korotin20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/KorotinVB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/MaltoudoglouPP20,
author = {Lysimachos Maltoudoglou and
Andreas Paisios and
Harris Papadopoulos},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {BERT-based conformal predictor for sentiment analysis},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {269--284},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/maltoudoglou20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/MaltoudoglouPP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/MessoudiDR20,
author = {Soundouss Messoudi and
S{\'{e}}bastien Destercke and
Sylvain Rousseau},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {Conformal multi-target regression using neural networks},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {65--83},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/messoudi20a.html},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/MessoudiDR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/NouretdinovBG20,
author = {Ilia Nouretdinov and
Alexander Balinsky and
Alexander Gammerman},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {Conformal anomaly detection for visual reconstruction using gestalt
principles},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {151--170},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/nouretdinov20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/NouretdinovBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Riquelme-Granada20,
author = {Nery Riquelme{-}Granada and
Khuong An Nguyen and
Zhiyuan Luo},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {Fast probabilistic prediction for kernel {SVM} via enclosing balls},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {189--208},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/riquelme-granada20a.html},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Riquelme-Granada20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/VapnikI20,
author = {Vladimir Vapnik and
Rauf Izmailov},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {Complete statistical theory of learning: learning using statistical
invariants},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {4--40},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/vapnik20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/VapnikI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/VovkPTGAC20,
author = {Vladimir Vovk and
Ivan Petej and
Paolo Toccaceli and
Alexander Gammerman and
Ernst Ahlberg and
Lars Carlsson},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {Conformal calibrators},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {84--99},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/vovk20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/VovkPTGAC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/WernerCAB20,
author = {Hugo Werner and
Lars Carlsson and
Ernst Ahlberg and
Henrik Bostr{\"{o}}m},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {Evaluating different approaches to calibrating conformal predictive
systems},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {134--150},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/werner20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/WernerCAB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/WisniewskiLL20,
author = {Wojciech Wisniewski and
David Lindsay and
Si{\^{a}}n Lindsay},
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {Application of conformal prediction interval estimations to market
makers' net positions},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {285--301},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/wisniewski20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/WisniewskiLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/X20,
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {Preface},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
pages = {1--3},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/gammerman20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/X20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/copa/2020,
editor = {Alexander Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Giovanni Cherubin and
Marco Christini},
title = {Conformal and Probabilistic Prediction and Applications, {COPA} 2020,
9-11 September 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {128},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v128/},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/0001SS19,
author = {Shuang Zhou and
Evgueni N. Smirnov and
Gijs Schoenmakers},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Ensembles based on conformal instance transfer},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {23--42},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/zhou19a.html},
timestamp = {Mon, 07 Aug 2023 13:29:45 +0200},
biburl = {https://dblp.org/rec/conf/copa/0001SS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/BostromJV19,
author = {Henrik Bostr{\"{o}}m and
Ulf Johansson and
Anders Vesterberg},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Predicting with Confidence from Survival Data},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {123--141},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/bostrom19a.html},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/BostromJV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/DzhamtyrovaK19,
author = {Raisa Dzhamtyrova and
Yuri Kalnishkan},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Competitive Online Regression under Continuous Ranked Probability
Score},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {178--195},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/dzhamtyrova19a.html},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/DzhamtyrovaK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/EliadesP19,
author = {Charalambos Eliades and
Harris Papadopoulos},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Applying Conformal Prediction to Control an Exoskeleton},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {214--227},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/eliades19a.html},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/EliadesP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/GaurahaSS19,
author = {Niharika Gauraha and
Fabian S{\"{o}}derdahl and
Ola Spjuth},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Split knowledge transfer in learning under privileged information
framework},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {43--52},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/gauraha19a.html},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/GaurahaSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/GurevichV19,
author = {Yuri Gurevich and
Vladimir Vovk},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Test statistics and p-values},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {89--104},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/gurevich19a.html},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/GurevichV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/JohanssonLBS19,
author = {Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m and
Cecilia S{\"{o}}nstr{\"{o}}d},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Interpretable and specialized conformal predictors},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {3--22},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/johansson19a.html},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/JohanssonLBS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/MorsommeS19,
author = {Rapha{\"{e}}l Morsomme and
Evgueni N. Smirnov},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Conformal Prediction for Students' Grades in a Course Recommender
System},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {196--213},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/morsomme19a.html},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/MorsommeS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/PaisiosLMKP19,
author = {Andreas Paisios and
Ladislav Lenc and
Jir{\'{\i}} Mart{\'{\i}}nek and
Pavel Kr{\'{a}}l and
Harris Papadopoulos},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {A Deep Neural Network Conformal Predictor for Multi-label Text Classification},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {228--245},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/paisios19a.html},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/PaisiosLMKP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Riquelme-Granada19,
author = {Nery Riquelme{-}Granada and
Khuong Nguyen and
Zhiyuan Luo},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Coreset-based Conformal Prediction for Large-scale Learning},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {142--162},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/riquelme-granada19a.html},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Riquelme-Granada19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/SpjuthBCG19,
author = {Ola Spjuth and
Robin Carri{\'{o}}n Br{\"{a}}nnstr{\"{o}}m and
Lars Carlsson and
Niharika Gauraha},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Combining Prediction Intervals on Multi-Source Non-Disclosed Regression
Datasets},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {53--65},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/spjuth19a.html},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/SpjuthBCG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Toccaceli19,
author = {Paolo Toccaceli},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Conformal predictor combination using Neyman-Pearson Lemma},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {66--88},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/toccaceli19a.html},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Toccaceli19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Vovk19,
author = {Vladimir Vovk},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Universally Consistent Conformal Predictive Distributions},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {105--122},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/vovk19a.html},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Vovk19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/VyuginT19,
author = {Vladimir V. V'yugin and
Vladimir G. Trunov},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Online Learning with Continuous Ranked Probability Score},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {163--177},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/v-yugin19a.html},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/VyuginT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/X19,
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Preface},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {1--2},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/gammerman19a.html},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/X19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/X19a,
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Abstracts of invited talks and posters},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {246--247},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/balinsky19a.html},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/X19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/copa/2019,
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/0001SSPJ18,
author = {Shuang Zhou and
Evgueni N. Smirnov and
Gijs Schoenmakers and
Ralf Peeters and
Tao Jiang},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Conformal feature-selection wrappers for instance transfer},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {96--113},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/zhou18a.html},
timestamp = {Mon, 07 Aug 2023 13:29:45 +0200},
biburl = {https://dblp.org/rec/conf/copa/0001SSPJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/AhlbergBC18,
author = {Ernst Ahlberg and
Rub{\'{e}}n Buend{\'{\i}}a and
Lars Carlsson},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Using Venn-Abers predictors to assess cardio-vascular risk},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {132--146},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/ahlberg18a.html},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/AhlbergBC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/BuendiaECKA18,
author = {Rub{\'{e}}n Buend{\'{\i}}a and
Ola Engkvist and
Lars Carlsson and
Thierry Kogej and
Ernst Ahlberg},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Venn-Abers predictors for improved compound iterative screening in
drug discovery},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {201--219},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/buendia18a.html},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/BuendiaECKA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/CherubinBG18,
author = {Giovanni Cherubin and
Adrian Baldwin and
Jonathan Griffin},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Exchangeability martingales for selecting features in anomaly detection},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {157--170},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/cherubin18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/CherubinBG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/EliadesP18,
author = {Charalambos Eliades and
Harris Papadopoulos},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Detecting seizures in {EEG} recordings using conformal prediction},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {171--186},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/eliades18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/EliadesP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/GaurahaCS18,
author = {Niharika Gauraha and
Lars Carlsson and
Ola Spjuth},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Conformal prediction in learning under privileged information paradigm
with applications in drug discovery},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {147--156},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/gauraha18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/GaurahaCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/JohanssonLSLGB18,
author = {Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m and
H{\aa}kan Sundell and
Henrik Linusson and
Anders Gidenstam and
Henrik Bostr{\"{o}}m},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Venn predictors for well-calibrated probability estimation trees},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {3--14},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/johansson18a.html},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/JohanssonLSLGB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/KorotinVB18,
author = {Alexander Korotin and
Vladimir V'yugin and
Evgeny Burnaev},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Aggregating strategies for long-term forecasting},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {63--82},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/korotin18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/KorotinVB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/KuleshovBB18,
author = {Alexander P. Kuleshov and
Alexander Bernstein and
Evgeny Burnaev},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Conformal prediction in manifold learning},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {234--253},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/kuleshov18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/KuleshovBB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/NeevenS18,
author = {Jelmer Neeven and
Evgueni N. Smirnov},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Conformal stacked weather forecasting},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {220--233},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/neeven18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/NeevenS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/NguyenL18,
author = {Khuong An Nguyen and
Zhiyuan Luo},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Cover your cough: detection of respiratory events with confidence
using a smartwatch},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {114--131},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/nguyen18a.html},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/NguyenL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/NouretdinovVLTG18,
author = {Ilia Nouretdinov and
Denis Volkhonskiy and
Pitt Lim and
Paolo Toccaceli and
Alexander Gammerman},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Inductive Venn-Abers predictive distribution},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {15--36},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/nouretdinov18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/NouretdinovVLTG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/RaabS18,
author = {Christoph Raab and
Frank{-}Michael Schleif},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Transfer learning for the probabilistic classification vector machine},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {187--200},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/raab18a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/RaabS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/VovkB18,
author = {Vladimir Vovk and
Claus Bendtsen},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Conformal predictive decision making},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {52--62},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/vovk18b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/VovkB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/VovkNMG18,
author = {Vladimir Vovk and
Ilia Nouretdinov and
Valery Manokhin and
Alexander Gammerman},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Cross-conformal predictive distributions},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {37--51},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/vovk18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/VovkNMG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/X18,
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Preface},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {1--2},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/gammerman18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/X18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/ZaytsevRE18,
author = {Alexey Zaytsev and
Evgenya Romanenkova and
Dmitry Ermilov},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Interpolation error of Gaussian process regression for misspecified
case},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {83--95},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/zaytsev18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/ZaytsevRE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/copa/2018,
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/AhlbergWBLLNJEH17,
author = {Ernst Ahlberg and
Susanne Winiwarter and
Henrik Bostr{\"{o}}m and
Henrik Linusson and
Tuve L{\"{o}}fstr{\"{o}}m and
Ulf Norinder and
Ulf Johansson and
Ola Engkvist and
Oscar Hammar and
Claus Bendtsen and
Lars Carlsson},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Using Conformal Prediction to Prioritize Compound Synthesis in Drug
Discovery},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {174--184},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/ahlberg17a.html},
timestamp = {Mon, 07 Aug 2023 13:29:45 +0200},
biburl = {https://dblp.org/rec/conf/copa/AhlbergWBLLNJEH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/ArvidssonSCT17,
author = {Staffan Arvidsson and
Ola Spjuth and
Lars Carlsson and
Paolo Toccaceli},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Prediction of Metabolic Transformations using Cross Venn-ABERS Predictors},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {118--131},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/arvidsson17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/ArvidssonSCT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/CarlssonBA17,
author = {Lars Carlsson and
Claus Bendtsen and
Ernst Ahlberg},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Comparing Performance of Different Inductive and Transductive Conformal
Predictors Relevant to Drug Discovery},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {201--212},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/carlsson17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/CarlssonBA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/EliadesP17,
author = {Charalambos Eliades and
Harris Papadopoulos},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Conformal Prediction for Automatic Face Recognition},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {62--81},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/eliades17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/EliadesP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/IshimtsevBBN17,
author = {Vladislav Ishimtsev and
Alexander Bernstein and
Evgeny Burnaev and
Ivan Nazarov},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Conformal \emph{k}-NN Anomaly Detector for Univariate Data Streams},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {213--227},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/ishimtsev17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/IshimtsevBBN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/LinussonNBJL17,
author = {Henrik Linusson and
Ulf Norinder and
Henrik Bostr{\"{o}}m and
Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {On the Calibration of Aggregated Conformal Predictors},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {154--173},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/linusson17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/LinussonNBJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/MalyutovG17,
author = {Mikhail Malyutov and
Paul Grosu},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {{SCOT} Approximation, Training and Asymptotic Inference},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {241--265},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/malyutov17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/MalyutovG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Manokhin17,
author = {Valery Manokhin},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Multi-class probabilistic classification using inductive and cross
Venn-Abers predictors},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {228--240},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/manokhin17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Manokhin17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/NorinderSAB17,
author = {Ulf Norinder and
Fredrik Svensson and
Avid M. Afzal and
Andreas Bender},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Maximizing Gain in {HTS} Screening Using Conformal Prediction},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {103--117},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/norinder17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/NorinderSAB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Nouretdinov17,
author = {Ilia Nouretdinov},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Reverse Conformal Approach for On-line Experimental Design},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {185--192},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/nouretdinov17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Nouretdinov17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Nouretdinov17a,
author = {Ilia Nouretdinov},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Improving Reliable Probabilistic Prediction by Using Additional Knowledge},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {193--200},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/nouretdinov17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Nouretdinov17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/ToccaceliG17,
author = {Paolo Toccaceli and
Alexander Gammerman},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Combination of Conformal Predictors for Classification},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {39--61},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/toccaceli17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/ToccaceliG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/VolkhonskiyBNGV17,
author = {Denis Volkhonskiy and
Evgeny Burnaev and
Ilia Nouretdinov and
Alexander Gammerman and
Vladimir Vovk},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Inductive Conformal Martingales for Change-Point Detection},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {132--153},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/volkhonskiy17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/VolkhonskiyBNGV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/VovkSMX17,
author = {Vladimir Vovk and
Jieli Shen and
Valery Manokhin and
Min{-}ge Xie},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Nonparametric predictive distributions based on conformal prediction},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {82--102},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/vovk17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/VovkSMX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Vyugin17,
author = {Vladimir V. V'yugin},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Online Aggregation of Unbounded Signed Losses Using Shifting Experts},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {3--17},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/v-yugin17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Vyugin17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/X17,
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Preface},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {1--2},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/gammerman17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/X17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/YangGWFL17,
author = {Fan Yang and
Xiaolu Gan and
Hua{-}zhen Wang and
Lei Feng and
Yongxuan Lai},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {CP-RA\emph{k}EL: Improving Random \emph{k}-labelsets with Conformal
Prediction for Multi-label Classification},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {266--279},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/yang17a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/YangGWFL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Yanovich17,
author = {Yury Yanovich},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Asymptotic Properties of Nonparametric Estimation on Manifold},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {18--38},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/yanovich17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/Yanovich17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/copa/2017,
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/BostromLLJ16,
author = {Henrik Bostr{\"{o}}m and
Henrik Linusson and
Tuve L{\"{o}}fstr{\"{o}}m and
Ulf Johansson},
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {Evaluation of a Variance-Based Nonconformity Measure for Regression
Forests},
booktitle = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
pages = {75--89},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3\_6},
doi = {10.1007/978-3-319-33395-3\_6},
timestamp = {Mon, 04 Apr 2022 16:00:13 +0200},
biburl = {https://dblp.org/rec/conf/copa/BostromLLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/BurnaevPS16,
author = {Evgeny Burnaev and
Ivan Panin and
Bruno Sudret},
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {Effective Design for Sobol Indices Estimation Based on Polynomial
Chaos Expansions},
booktitle = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
pages = {165--184},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3\_12},
doi = {10.1007/978-3-319-33395-3\_12},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/BurnaevPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/CherubinN16,
author = {Giovanni Cherubin and
Ilia Nouretdinov},
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {Hidden Markov Models with Confidence},
booktitle = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
pages = {128--144},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3\_10},
doi = {10.1007/978-3-319-33395-3\_10},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/CherubinN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/KuleshovB16,
author = {Alexander P. Kuleshov and
Alexander V. Bernstein},
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {Extended Regression on Manifolds Estimation},
booktitle = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
pages = {208--228},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3\_15},
doi = {10.1007/978-3-319-33395-3\_15},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/KuleshovB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/LambrouP16,
author = {Antonis Lambrou and
Harris Papadopoulos},
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {Binary Relevance Multi-label Conformal Predictor},
booktitle = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
pages = {90--104},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3\_7},
doi = {10.1007/978-3-319-33395-3\_7},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/LambrouP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/MoldavskayaRB16,
author = {A. V. Moldavskaya and
V. M. Ruvinskaya and
E. L. Berkovich},
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {Method of Learning Malware Behavior Scripts by Sequential Pattern
Mining},
booktitle = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
pages = {196--207},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3\_14},
doi = {10.1007/978-3-319-33395-3\_14},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/MoldavskayaRB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/MorenoVD16,
author = {Ra{\'{u}}l Moreno and
Jes{\'{u}}s Vega and
Sebasti{\'{a}}n Dormido},
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {Conformal Prediction of Disruptions from Scratch: Application to an
{ITER} Scenario},
booktitle = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
pages = {67--74},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3\_5},
doi = {10.1007/978-3-319-33395-3\_5},
timestamp = {Fri, 03 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/MorenoVD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/MurariTVPGLG16,
author = {Andrea Murari and
Saeed Talebzadeh and
Jes{\'{u}}s Vega and
Emmanuele Peluso and
Michela Gelfusa and
Michele Lungaroni and
Pasqualino Gaudio},
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {A Metric to Improve the Robustness of Conformal Predictors in the
Presence of Error Bars},
booktitle = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
pages = {105--115},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3\_8},
doi = {10.1007/978-3-319-33395-3\_8},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/MurariTVPGLG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/PourG16,
author = {Shima Ghassem Pour and
Federico Girosi},
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {Joint Prediction of Chronic Conditions Onset: Comparing Multivariate
Probits with Multiclass Support Vector Machines},
booktitle = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
pages = {185--195},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3\_13},
doi = {10.1007/978-3-319-33395-3\_13},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/PourG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/ToccaceliNG16,
author = {Paolo Toccaceli and
Ilia Nouretdinov and
Alexander Gammerman},
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {Conformal Predictors for Compound Activity Prediction},
booktitle = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
pages = {51--66},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3\_4},
doi = {10.1007/978-3-319-33395-3\_4},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/ToccaceliNG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/VapnikI16,
author = {Vladimir Vapnik and
Rauf Izmailov},
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {Learning with Intelligent Teacher},
booktitle = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
pages = {3--19},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3\_1},
doi = {10.1007/978-3-319-33395-3\_1},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/VapnikI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/VovkFNG16,
author = {Vladimir Vovk and
Valentina Fedorova and
Ilia Nouretdinov and
Alexander Gammerman},
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {Criteria of Efficiency for Conformal Prediction},
booktitle = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
pages = {23--39},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3\_2},
doi = {10.1007/978-3-319-33395-3\_2},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/VovkFNG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/VovkP16,
author = {Vladimir Vovk and
Dusko Pavlovic},
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {Universal Probability-Free Conformal Prediction},
booktitle = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
pages = {40--47},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3\_3},
doi = {10.1007/978-3-319-33395-3\_3},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/VovkP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/Zaytsev16,
author = {Alexey Zaytsev},
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {Variable Fidelity Regression Using Low Fidelity Function Blackbox
and Sparsification},
booktitle = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
pages = {147--164},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3\_11},
doi = {10.1007/978-3-319-33395-3\_11},
timestamp = {Fri, 09 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/Zaytsev16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/ZhouSSP16,
author = {Shuang Zhou and
Evgueni N. Smirnov and
Gijs Schoenmakers and
Ralf Peeters},
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {Decision Trees for Instance Transfer},
booktitle = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
pages = {116--127},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3\_9},
doi = {10.1007/978-3-319-33395-3\_9},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/copa/ZhouSSP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/copa/2016,
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3},
doi = {10.1007/978-3-319-33395-3},
isbn = {978-3-319-33394-6},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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