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export results for "stream:streams/conf/kddcd:"
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@inproceedings{DBLP:conf/kddcd/JunCSMLBP23,
author = {Inyoung Jun and
Scott A. Cohen and
Sarah E. Ser and
Simone Marini and
Robert J. Lucero and
Jiang Bian and
Mattia Prosperi},
editor = {Thuc Duy Le and
Jiuyong Li and
Robert Ness and
Sofia Triantafillou and
Shohei Shimizu and
Peng Cui and
Kun Kuang and
Jian Pei and
Fei Wang and
Mattia Prosperi},
title = {Optimizing Dynamic Antibiotic Treatment Strategies against Invasive
Methicillin-Resistant Staphylococcus Aureus Infections using Causal
Survival Forests and G-Formula on Statewide Electronic Health Record
Data},
booktitle = {The KDD'23 Workshop on Causal Discovery, Prediction and Decision,
07 August 2023, Long Beach, CA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {218},
pages = {98--115},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v218/jun23a.html},
timestamp = {Sat, 09 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kddcd/JunCSMLBP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kddcd/LeLNTSCKPWP23,
author = {Thuc Duy Le and
Jiuyong Li and
Robert Ness and
Sofia Triantafillou and
Shohei Shimizu and
Peng Cui and
Kun Kuang and
Jian Pei and
Fei Wang and
Mattia Prosperi},
editor = {Thuc Duy Le and
Jiuyong Li and
Robert Ness and
Sofia Triantafillou and
Shohei Shimizu and
Peng Cui and
Kun Kuang and
Jian Pei and
Fei Wang and
Mattia Prosperi},
title = {Preface: The 2023 {ACM} {SIGKDD} Workshop on Causal Discovery, Prediction
and Decision},
booktitle = {The KDD'23 Workshop on Causal Discovery, Prediction and Decision,
07 August 2023, Long Beach, CA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {218},
pages = {1--2},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v218/le23a.html},
timestamp = {Sat, 09 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kddcd/LeLNTSCKPWP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kddcd/LuWWX23,
author = {Wang Lu and
Jindong Wang and
Yidong Wang and
Xing Xie},
editor = {Thuc Duy Le and
Jiuyong Li and
Robert Ness and
Sofia Triantafillou and
Shohei Shimizu and
Peng Cui and
Kun Kuang and
Jian Pei and
Fei Wang and
Mattia Prosperi},
title = {Towards Optimization and Model Selection for Domain Generalization:
{A} Mixup-guided Solution},
booktitle = {The KDD'23 Workshop on Causal Discovery, Prediction and Decision,
07 August 2023, Long Beach, CA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {218},
pages = {75--97},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v218/lu23a.html},
timestamp = {Sat, 09 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kddcd/LuWWX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kddcd/MasoeroHM23,
author = {Lorenzo Masoero and
Doug Hains and
James McQueen},
editor = {Thuc Duy Le and
Jiuyong Li and
Robert Ness and
Sofia Triantafillou and
Shohei Shimizu and
Peng Cui and
Kun Kuang and
Jian Pei and
Fei Wang and
Mattia Prosperi},
title = {Leveraging covariate adjustments at scale in online {A/B} testing},
booktitle = {The KDD'23 Workshop on Causal Discovery, Prediction and Decision,
07 August 2023, Long Beach, CA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {218},
pages = {25--48},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v218/masoero23a.html},
timestamp = {Sat, 09 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kddcd/MasoeroHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kddcd/SchachtKSSGI23,
author = {Oliver Schacht and
Sven Klaassen and
Philipp Schwarz and
Martin Spindler and
Daniel Gr{\"{u}}nbaum and
Sebastian Imhof},
editor = {Thuc Duy Le and
Jiuyong Li and
Robert Ness and
Sofia Triantafillou and
Shohei Shimizu and
Peng Cui and
Kun Kuang and
Jian Pei and
Fei Wang and
Mattia Prosperi},
title = {Causally Learning an Optimal Rework Policy},
booktitle = {The KDD'23 Workshop on Causal Discovery, Prediction and Decision,
07 August 2023, Long Beach, CA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {218},
pages = {3--24},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v218/schacht23a.html},
timestamp = {Sat, 09 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kddcd/SchachtKSSGI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kddcd/XiongCT23,
author = {Ruoxuan Xiong and
Alex Chin and
Sean Taylor},
editor = {Thuc Duy Le and
Jiuyong Li and
Robert Ness and
Sofia Triantafillou and
Shohei Shimizu and
Peng Cui and
Kun Kuang and
Jian Pei and
Fei Wang and
Mattia Prosperi},
title = {Bias-Variance Tradeoffs for Designing Simultaneous Temporal Experiments},
booktitle = {The KDD'23 Workshop on Causal Discovery, Prediction and Decision,
07 August 2023, Long Beach, CA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {218},
pages = {115--131},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v218/xiong23a.html},
timestamp = {Sat, 09 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kddcd/XiongCT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kddcd/ZhangTKFQYZYZW23,
author = {Shengyu Zhang and
Yunze Tong and
Kun Kuang and
Fuli Feng and
Jiezhong Qiu and
Jin Yu and
Zhou Zhao and
Hongxia Yang and
Zhongfei Zhang and
Fei Wu},
editor = {Thuc Duy Le and
Jiuyong Li and
Robert Ness and
Sofia Triantafillou and
Shohei Shimizu and
Peng Cui and
Kun Kuang and
Jian Pei and
Fei Wang and
Mattia Prosperi},
title = {Stable Prediction on Graphs with Agnostic Distribution Shifts},
booktitle = {The KDD'23 Workshop on Causal Discovery, Prediction and Decision,
07 August 2023, Long Beach, CA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {218},
pages = {49--74},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v218/zhang23a.html},
timestamp = {Sat, 09 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kddcd/ZhangTKFQYZYZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kddcd/2023,
editor = {Thuc Duy Le and
Jiuyong Li and
Robert Ness and
Sofia Triantafillou and
Shohei Shimizu and
Peng Cui and
Kun Kuang and
Jian Pei and
Fei Wang and
Mattia Prosperi},
title = {The KDD'23 Workshop on Causal Discovery, Prediction and Decision,
07 August 2023, Long Beach, CA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {218},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v218/},
timestamp = {Sat, 09 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kddcd/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kddcd/HagedornLHS22,
author = {Christopher Hagedorn and
Constantin Lange and
Johannes Huegle and
Rainer Schlosser},
editor = {Thuc Duy Le and
Lin Liu and
Emre Kiciman and
Sofia Triantafyllou and
Huan Liu},
title = {{GPU} Acceleration for Information-theoretic Constraint-based Causal
Discovery},
booktitle = {The KDD'22 Workshop on Causal Discovery, 15 August 2022, Washington
DC, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {185},
pages = {30--60},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v185/hagedorn22a.html},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kddcd/HagedornLHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kddcd/LeLKTL22,
author = {Thuc Duy Le and
Lin Liu and
Emre Kiciman and
Sofia Triantafyllou and
Huan Liu},
editor = {Thuc Duy Le and
Lin Liu and
Emre Kiciman and
Sofia Triantafyllou and
Huan Liu},
title = {Preface: The 2022 {ACM} {SIGKDD} Workshop on Causal Discovery},
booktitle = {The KDD'22 Workshop on Causal Discovery, 15 August 2022, Washington
DC, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {185},
pages = {1--2},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v185/le22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kddcd/LeLKTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kddcd/MianKK22,
author = {Osman Mian and
David Kaltenpoth and
Michael Kamp},
editor = {Thuc Duy Le and
Lin Liu and
Emre Kiciman and
Sofia Triantafyllou and
Huan Liu},
title = {Regret-based Federated Causal Discovery},
booktitle = {The KDD'22 Workshop on Causal Discovery, 15 August 2022, Washington
DC, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {185},
pages = {61--69},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v185/mian22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kddcd/MianKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kddcd/ValogianniP22,
author = {Konstantina Valogianni and
Balaji Padmanabhan},
editor = {Thuc Duy Le and
Lin Liu and
Emre Kiciman and
Sofia Triantafyllou and
Huan Liu},
title = {Causal ABMs: Learning Plausible Causal Models using Agent-based Modeling},
booktitle = {The KDD'22 Workshop on Causal Discovery, 15 August 2022, Washington
DC, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {185},
pages = {3--29},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v185/valogianni22a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kddcd/ValogianniP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kddcd/2022,
editor = {Thuc Duy Le and
Lin Liu and
Emre Kiciman and
Sofia Triantafyllou and
Huan Liu},
title = {The KDD'22 Workshop on Causal Discovery, 15 August 2022, Washington
DC, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {185},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v185/},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kddcd/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeLZKCH20,
author = {Thuc Duy Le and
Lin Liu and
Kun Zhang and
Emre Kiciman and
Peng Cui and
Aapo Hyv{\"{a}}rinen},
editor = {Thuc Duy Le and
Lin Liu and
Kun Zhang and
Emre Kiciman and
Peng Cui and
Aapo Hyv{\"{a}}rinen},
title = {Preface: The 2020 {ACM} {SIGKDD} Workshop on Causal Discovery},
booktitle = {Proceedings of the 2020 {KDD} Workshop on Causal Discovery (CD@KDD
2020), San Diego, CA, USA, 24 August 2020},
series = {Proceedings of Machine Learning Research},
volume = {127},
pages = {1--3},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v127/le20a.html},
timestamp = {Fri, 11 Dec 2020 12:14:42 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LeLZKCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiKLCTYW20,
author = {Yunzhe Li and
Kun Kuang and
Bo Li and
Peng Cui and
Jianrong Tao and
Hongxia Yang and
Fei Wu},
editor = {Thuc Duy Le and
Lin Liu and
Kun Zhang and
Emre Kiciman and
Peng Cui and
Aapo Hyv{\"{a}}rinen},
title = {Continuous Treatment Effect Estimation via Generative Adversarial
De-confounding},
booktitle = {Proceedings of the 2020 {KDD} Workshop on Causal Discovery (CD@KDD
2020), San Diego, CA, USA, 24 August 2020},
series = {Proceedings of Machine Learning Research},
volume = {127},
pages = {4--22},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v127/li20a.html},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiKLCTYW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MaT20,
author = {Sisi Ma and
Roshan Tourani},
editor = {Thuc Duy Le and
Lin Liu and
Kun Zhang and
Emre Kiciman and
Peng Cui and
Aapo Hyv{\"{a}}rinen},
title = {Predictive and Causal Implications of using Shapley Value for Model
Interpretation},
booktitle = {Proceedings of the 2020 {KDD} Workshop on Causal Discovery (CD@KDD
2020), San Diego, CA, USA, 24 August 2020},
series = {Proceedings of Machine Learning Research},
volume = {127},
pages = {23--38},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v127/ma20a.html},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MaT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SharmaGPCVS20,
author = {Ankit Sharma and
Garima Gupta and
Ranjitha Prasad and
Arnab Chatterjee and
Lovekesh Vig and
Gautam Shroff},
editor = {Thuc Duy Le and
Lin Liu and
Kun Zhang and
Emre Kiciman and
Peng Cui and
Aapo Hyv{\"{a}}rinen},
title = {Hi-CI: Deep Causal Inference in High Dimensions},
booktitle = {Proceedings of the 2020 {KDD} Workshop on Causal Discovery (CD@KDD
2020), San Diego, CA, USA, 24 August 2020},
series = {Proceedings of Machine Learning Research},
volume = {127},
pages = {39--61},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v127/sharma20a.html},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SharmaGPCVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YoungACL20,
author = {Jonathan D. Young and
Bryan Andrews and
Gregory F. Cooper and
Xinghua Lu},
editor = {Thuc Duy Le and
Lin Liu and
Kun Zhang and
Emre Kiciman and
Peng Cui and
Aapo Hyv{\"{a}}rinen},
title = {Learning Latent Causal Structures with a Redundant Input Neural Network},
booktitle = {Proceedings of the 2020 {KDD} Workshop on Causal Discovery (CD@KDD
2020), San Diego, CA, USA, 24 August 2020},
series = {Proceedings of Machine Learning Research},
volume = {127},
pages = {62--91},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v127/young20a.html},
timestamp = {Thu, 10 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YoungACL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2020cd,
editor = {Thuc Duy Le and
Lin Liu and
Kun Zhang and
Emre Kiciman and
Peng Cui and
Aapo Hyv{\"{a}}rinen},
title = {Proceedings of the 2020 {KDD} Workshop on Causal Discovery (CD@KDD
2020), San Diego, CA, USA, 24 August 2020},
series = {Proceedings of Machine Learning Research},
volume = {127},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v127/},
timestamp = {Fri, 11 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2020cd.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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