Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSearch dblp for Publications
export results for "toc:db/journals/jmlr/jmlrp9.bht:"
download as .bib file
@inproceedings{DBLP:journals/jmlr/AdamsWG10,
author = {Ryan Prescott Adams and
Hanna M. Wallach and
Zoubin Ghahramani},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Learning the Structure of Deep Sparse Graphical Models},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {1--8},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/adams10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AdamsWG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AgarwalBD10,
author = {Alekh Agarwal and
Peter L. Bartlett and
Max Dama},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Optimal Allocation Strategies for the Dark Pool Problem},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {9--16},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/agarwal10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AgarwalBD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AlamgirGA10,
author = {Morteza Alamgir and
Moritz Grosse{-}Wentrup and
Yasemin Altun},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Multitask Learning for Brain-Computer Interfaces},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {17--24},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/alamgir10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AlamgirGA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AlvarezLTL10,
author = {Mauricio A. {\'{A}}lvarez and
David Luengo and
Michalis K. Titsias and
Neil D. Lawrence},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Efficient Multioutput Gaussian Processes through Variational Inducing
Kernels},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {25--32},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/alvarez10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AlvarezLTL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AsuncionLIS10,
author = {Arthur U. Asuncion and
Qiang Liu and
Alexander Ihler and
Padhraic Smyth},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Learning with Blocks: Composite Likelihood and Contrastive Divergence},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {33--40},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/asuncion10a.html},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/AsuncionLIS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AustadF10,
author = {Haakon Michael Austad and
Nial Friel},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Deterministic Bayesian inference for the p* model},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {41--48},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/austad10a.html},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AustadF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/BaiWGCCM10,
author = {Bing Bai and
Jason Weston and
David Grangier and
Ronan Collobert and
Corinna Cortes and
Mehryar Mohri},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Half Transductive Ranking},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {49--56},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/bai10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BaiWGCCM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Ben-DavidLLP10,
author = {Shai Ben{-}David and
Tyler Lu and
Teresa Luu and
D{\'{a}}vid P{\'{a}}l},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Impossibility Theorems for Domain Adaptation},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {129--136},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/david10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Ben-DavidLLP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/BlanchardK10,
author = {Gilles Blanchard and
Nicole Kr{\"{a}}mer},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Kernel Partial Least Squares is Universally Consistent},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {57--64},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/blanchard10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BlanchardK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/BordesUCW10,
author = {Antoine Bordes and
Nicolas Usunier and
Ronan Collobert and
Jason Weston},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Towards Understanding Situated Natural Language},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {65--72},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/bordes10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BordesUCW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ChanK10,
author = {Hei Chan and
Manabu Kuroki},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Using Descendants as Instrumental Variables for the Identification
of Direct Causal Effects in Linear SEMs},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {73--80},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/chan10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChanK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ChatterjeeR10,
author = {Shaunak Chatterjee and
Stuart Russell},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Why are DBNs sparse?},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {81--88},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/chatterjee10a.html},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChatterjeeR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ChechetkaG10,
author = {Anton Chechetka and
Carlos Guestrin},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Focused Belief Propagation for Query-Specific Inference},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {89--96},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/chechetka10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChechetkaG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ChenW10,
author = {Yutian Chen and
Max Welling},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Parametric Herding},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {97--104},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/chen10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChenW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Corradi10,
author = {Fabio Corradi},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Mass Fatality Incident Identification based on nuclear {DNA} evidence},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {105--112},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/corradi10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Corradi10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/CortesMT10,
author = {Corinna Cortes and
Mehryar Mohri and
Ameet Talwalkar},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {On the Impact of Kernel Approximation on Learning Accuracy},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {113--120},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/cortes10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CortesMT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/CsekeH10,
author = {Botond Cseke and
Tom Heskes},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Improving posterior marginal approximations in latent Gaussian models},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {121--128},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/cseke10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CsekeH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/DekelS10,
author = {Ofer Dekel and
Ohad Shamir},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Multiclass-Multilabel Classification with More Classes than Examples},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {137--144},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/dekel10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DekelS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/DesjardinsCBVD10,
author = {Guillaume Desjardins and
Aaron C. Courville and
Yoshua Bengio and
Pascal Vincent and
Olivier Delalleau},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Tempered Markov Chain Monte Carlo for training of Restricted Boltzmann
Machines},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {145--152},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/desjardins10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DesjardinsCBVD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/DhillonFU10,
author = {Paramveer S. Dhillon and
Dean P. Foster and
Lyle H. Ungar},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Feature Selection using Multiple Streams},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {153--160},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/dhillon10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DhillonFU10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Dimitrakakis10,
author = {Christos Dimitrakakis},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Bayesian variable order Markov models},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {161--168},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/dimitrakakis10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Dimitrakakis10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/DingQXML10,
author = {Nan Ding and
Yuan (Alan) Qi and
Rongjing Xiang and
Ian M. Molloy and
Ninghui Li},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Nonparametric Bayesian Matrix Factorization by Power-EP},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {169--176},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/ding10a.html},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/DingQXML10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/DoA10,
author = {Trinh Minh Tri Do and
Thierry Arti{\`{e}}res},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Neural conditional random fields},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {177--184},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/do10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DoA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/EberhardtHS10,
author = {Frederick Eberhardt and
Patrik O. Hoyer and
Richard Scheines},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Combining Experiments to Discover Linear Cyclic Models with Latent
Variables},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {185--192},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/eberhardt10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/EberhardtHS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Eichler10,
author = {Michael Eichler},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Graphical Gaussian modelling of multivariate time series with latent
variables},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {193--200},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/eichler10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Eichler10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ErhanCBV10,
author = {Dumitru Erhan and
Aaron C. Courville and
Yoshua Bengio and
Pascal Vincent},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Why Does Unsupervised Pre-training Help Deep Learning?},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {201--208},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/erhan10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ErhanCBV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ErkanA10,
author = {Ayse Erkan and
Yasemin Altun},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Semi-Supervised Learning via Generalized Maximum Entropy},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {209--216},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/erkan10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ErkanA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/FonteneauMWE10,
author = {Raphael Fonteneau and
Susan A. Murphy and
Louis Wehenkel and
Damien Ernst},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Model-Free Monte Carlo-like Policy Evaluation},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {217--224},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/fonteneau10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FonteneauMWE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ForbesDGBD10,
author = {Florence Forbes and
Senan Doyle and
Daniel Garc{\'{\i}}a{-}Lorenzo and
Christian Barillot and
Michel Dojat},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {A Weighted Multi-Sequence Markov Model For Brain Lesion Segmentation},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {225--232},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/forbes10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ForbesDGBD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/FreerR10,
author = {Cameron E. Freer and
Daniel M. Roy},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Posterior distributions are computable from predictive distributions},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {233--240},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/freer10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FreerR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/FurmstonB10,
author = {Thomas Furmston and
David Barber},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Variational methods for Reinforcement Learning},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {241--248},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/furmston10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FurmstonB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GlorotB10,
author = {Xavier Glorot and
Yoshua Bengio},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Understanding the difficulty of training deep feedforward neural networks},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {249--256},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/glorot10a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GlorotB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GogateD10,
author = {Vibhav Gogate and
Rina Dechter},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {On Combining Graph-based Variance Reduction schemes},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {257--264},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/gogate10a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GogateD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GongSM10,
author = {Dian Gong and
Fei Sha and
G{\'{e}}rard G. Medioni},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Locally Linear Denoising on Image Manifolds},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {265--272},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/gong10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GongSM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GrunewalderAOS10,
author = {Steffen Gr{\"{u}}new{\"{a}}lder and
Jean{-}Yves Audibert and
Manfred Opper and
John Shawe{-}Taylor},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Regret Bounds for Gaussian Process Bandit Problems},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {273--280},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/grunewalder10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GrunewalderAOS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GuoD10,
author = {Hui Guo and
A. Philip Dawid},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Sufficient covariates and linear propensity analysis},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {281--288},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/guo10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GuoD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GuoS10,
author = {Shengbo Guo and
Scott Sanner},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Real-time Multiattribute Bayesian Preference Elicitation with Pairwise
Comparison Queries},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {289--296},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/guo10b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GuoS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GutmannH10,
author = {Michael Gutmann and
Aapo Hyv{\"{a}}rinen},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Noise-contrastive estimation: {A} new estimation principle for unnormalized
statistical models},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {297--304},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/gutmann10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GutmannH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HancockM10,
author = {Timothy Hancock and
Hiroshi Mamitsuka},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Boosted Optimization for Network Classification},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {305--312},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/hancock10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HancockM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HannahBP10,
author = {Lauren Hannah and
David M. Blei and
Warren B. Powell},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Dirichlet Process Mixtures of Generalized Linear Models},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {313--320},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/hannah10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HannahBP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HannekeY10,
author = {Steve Hanneke and
Liu Yang},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Negative Results for Active Learning with Convex Losses},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {321--325},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/hanneke10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HannekeY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HennigSG10,
author = {Philipp Hennig and
David H. Stern and
Thore Graepel},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Coherent Inference on Optimal Play in Game Trees},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {326--333},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/hennig10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HennigSG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HuangJ10,
author = {Bert Huang and
Tony Jebara},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Collaborative Filtering via Rating Concentration},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {334--341},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/huang10a.html},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HuangJ10a,
author = {Jim C. Huang and
Nebojsa Jojic},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Maximum-likelihood learning of cumulative distribution functions on
graphs},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {342--349},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/huang10b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangJ10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HuangSS10,
author = {Tzu{-}Kuo Huang and
Le Song and
Jeff G. Schneider},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Learning Nonlinear Dynamic Models from Non-sequenced Data},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {350--357},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/huang10c.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/JaakkolaSGM10,
author = {Tommi S. Jaakkola and
David A. Sontag and
Amir Globerson and
Marina Meila},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Learning Bayesian Network Structure using {LP} Relaxations},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {358--365},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/jaakkola10a.html},
timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/JaakkolaSGM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/JenattonOB10,
author = {Rodolphe Jenatton and
Guillaume Obozinski and
Francis R. Bach},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Structured Sparse Principal Component Analysis},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {366--373},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/jenatton10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JenattonOB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KadriDPCD10,
author = {Hachem Kadri and
Emmanuel Duflos and
Philippe Preux and
St{\'{e}}phane Canu and
Manuel Davy},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Nonlinear functional regression: a functional {RKHS} approach},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {374--380},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/kadri10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KadriDPCD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KakadeSST10,
author = {Sham M. Kakade and
Ohad Shamir and
Karthik Sindharan and
Ambuj Tewari},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Learning Exponential Families in High-Dimensions: Strong Convexity
and Sparsity},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {381--388},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/kakade10a.html},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KakadeSST10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KaratzoglouSW10,
author = {Alexandros Karatzoglou and
Alexander J. Smola and
Markus Weimer},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Collaborative Filtering on a Budget},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {389--396},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/karatzoglou10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KaratzoglouSW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KimP10,
author = {Jingu Kim and
Haesun Park},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Fast Active-set-type Algorithms for L1-regularized Linear Regression},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {397--404},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/kim10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KimP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KloftL10,
author = {Marius Kloft and
Pavel Laskov},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Online Anomaly Detection under Adversarial Impact},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {405--412},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/kloft10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KloftL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KolarX10,
author = {Mladen Kolar and
Eric P. Xing},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Ultra-high Dimensional Multiple Output Learning With Simultaneous
Orthogonal Matching Pursuit: Screening Approach},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {413--420},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/kolar10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KolarX10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KvetonVRH10,
author = {Branislav Kveton and
Michal Valko and
Ali Rahimi and
Ling Huang},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Semi-Supervised Learning with Max-Margin Graph Cuts},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {421--428},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/kveton10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KvetonVRH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LazicFA10,
author = {Nevena Lazic and
Brendan J. Frey and
Parham Aarabi},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Solving the Uncapacitated Facility Location Problem Using Message
Passing Algorithms},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {429--436},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/lazic10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LazicFA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Lever10,
author = {Guy Lever},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Relating Function Class Complexity and Cluster Structure in the Function
Domain with Applications to Transduction},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {437--444},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/lever10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Lever10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiS10,
author = {Fuxin Li and
Cristian Sminchisescu},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {The Feature Selection Path in Kernel Methods},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {445--452},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/li10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiT10,
author = {Jun Li and
Dacheng Tao},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Simple Exponential Family {PCA}},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {453--460},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/li10b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiuZJL10,
author = {Han Liu and
Jian Zhang and
Xiaoye Jiang and
Jun Liu},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {The Group Dantzig Selector},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {461--468},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/liu10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiuZJL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LorbertEKBR10,
author = {Alexander Lorbert and
David J. Eis and
Victoria Kostina and
David M. Blei and
Peter J. Ramadge},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Exploiting Covariate Similarity in Sparse Regression via the Pairwise
Elastic Net},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {477--484},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/lorbert10b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LorbertEKBR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LorbertR10,
author = {Alexander Lorbert and
Peter J. Ramadge},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Descent Methods for Tuning Parameter Refinement},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {469--476},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/lorbert10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LorbertR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LuPP10,
author = {Tyler Lu and
D{\'{a}}vid P{\'{a}}l and
Martin Pal},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Contextual Multi-Armed Bandits},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {485--492},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/lu10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LuPP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MaKDCSP10,
author = {Justin Ma and
Alex Kulesza and
Mark Dredze and
Koby Crammer and
Lawrence K. Saul and
Fernando Pereira},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Exploiting Feature Covariance in High-Dimensional Online Learning},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {493--500},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/ma10a.html},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MaKDCSP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MaoLM10,
author = {Kai Mao and
Feng Liang and
Sayan Mukherjee},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Supervised Dimension Reduction Using Bayesian Mixture Modeling},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {501--508},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/mao10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MaoLM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MarlinSCF10,
author = {Benjamin M. Marlin and
Kevin Swersky and
Bo Chen and
Nando de Freitas},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Inductive Principles for Restricted Boltzmann Machine Learning},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {509--516},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/marlin10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MarlinSCF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MartensS10,
author = {James Martens and
Ilya Sutskever},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Parallelizable Sampling of Markov Random Fields},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {517--524},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/martens10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MartensS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/McAuleyC10,
author = {Julian J. McAuley and
Tib{\'{e}}rio S. Caetano},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Exploiting Within-Clique Factorizations in Junction-Tree Algorithms},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {525--532},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/mcauley10a.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/McAuleyC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MohriMW10,
author = {Mehryar Mohri and
Pedro J. Moreno and
Eugene Weinstein},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Discriminative Topic Segmentation of Text and Speech},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {533--540},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/mohri10a.html},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MohriMW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MurrayAM10,
author = {Iain Murray and
Ryan Prescott Adams and
David J. C. MacKay},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Elliptical slice sampling},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {541--548},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/murray10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MurrayAM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/NelsonRHJLLRTT10,
author = {Blaine Nelson and
Benjamin I. P. Rubinstein and
Ling Huang and
Anthony D. Joseph and
Shing{-}hon Lau and
Steven J. Lee and
Satish Rao and
Anthony Tran and
J. Doug Tygar},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Near-Optimal Evasion of Convex-Inducing Classifiers},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {549--556},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/nelson10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NelsonRHJLLRTT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Nguyen-TuongP10,
author = {Duy Nguyen{-}Tuong and
Jan Peters},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Incremental Sparsification for Real-time Online Model Learning},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {557--564},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/nguyen\_tuong10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Nguyen-TuongP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/NohZL10,
author = {Yung{-}Kyun Noh and
Byoung{-}Tak Zhang and
Daniel D. Lee},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Fluid Dynamics Models for Low Rank Discriminant Analysis},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {565--572},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/noh10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NohZL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/OlssonS10,
author = {Jimmy Olsson and
Jonas Str{\"{o}}jby},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Approximation of hidden Markov models by mixtures of experts with
application to particle filtering},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {573--580},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/olsson10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/OlssonS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/PandolfiBF10,
author = {Silvia Pandolfi and
Francesco Bartolucci and
Nial Friel},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {A generalization of the Multiple-try Metropolis algorithm for Bayesian
estimation and model selection},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {581--588},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/pandolfi10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PandolfiBF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ParviainenK10,
author = {Pekka Parviainen and
Mikko Koivisto},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Bayesian structure discovery in Bayesian networks with less space},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {589--596},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/parviainen10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ParviainenK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/PetersJS10,
author = {Jonas Peters and
Dominik Janzing and
Bernhard Sch{\"{o}}lkopf},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Identifying Cause and Effect on Discrete Data using Additive Noise
Models},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {597--604},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/peters10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PetersJS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/PoczosKS10,
author = {Barnab{\'{a}}s P{\'{o}}czos and
Sergey Kirshner and
Csaba Szepesv{\'{a}}ri},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {{REGO:} Rank-based Estimation of Renyi Information using Euclidean
Graph Optimization},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {605--612},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/poczos10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PoczosKS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RaiD10,
author = {Piyush Rai and
Hal Daum{\'{e}} III},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Infinite Predictor Subspace Models for Multitask Learning},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {613--620},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/rai10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RaiD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RanzatoKH10,
author = {Marc'Aurelio Ranzato and
Alex Krizhevsky and
Geoffrey E. Hinton},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Factored 3-Way Restricted Boltzmann Machines For Modeling Natural
Images},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {621--628},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/ranzato10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RanzatoKH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RaykarZ10,
author = {Vikas C. Raykar and
Linda H. Zhao},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Nonparametric prior for adaptive sparsity},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {629--636},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/raykar10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RaykarZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ReidW10a,
author = {Mark D. Reid and
Robert C. Williamson},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Convexity of Proper Composite Binary Losses},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {637--644},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/reid10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ReidW10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RiihimakiV10,
author = {Jaakko Riihim{\"{a}}ki and
Aki Vehtari},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Gaussian processes with monotonicity information},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {645--652},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/riihimaki10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RiihimakiV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RosascoSMVV10,
author = {Lorenzo Rosasco and
Matteo Santoro and
Sofia Mosci and
Alessandro Verri and
Silvia Villa},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {A Regularization Approach to Nonlinear Variable Selection},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {653--660},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/rosasco10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RosascoSMVV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RossB10,
author = {St{\'{e}}phane Ross and
Drew Bagnell},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Efficient Reductions for Imitation Learning},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {661--668},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/ross10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RossB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RuttorO10,
author = {Andreas Ruttor and
Manfred Opper},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Approximate parameter inference in a stochastic reaction-diffusion
model},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {669--676},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/ruttor10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RuttorO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SaalTV10,
author = {Hannes P. Saal and
Jo{-}Anne Ting and
Sethu Vijayakumar},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Active Sequential Learning with Tactile Feedback},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {677--684},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/saal10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SaalTV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SabatoST10,
author = {Sivan Sabato and
Nathan Srebro and
Naftali Tishby},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Reducing Label Complexity by Learning From Bags},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {685--692},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/sabato10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SabatoST10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SalakhutdinovL10,
author = {Ruslan Salakhutdinov and
Hugo Larochelle},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Efficient Learning of Deep Boltzmann Machines},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {693--700},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/salakhutdinov10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SalakhutdinovL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SalzmannEUD10,
author = {Mathieu Salzmann and
Carl Henrik Ek and
Raquel Urtasun and
Trevor Darrell},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Factorized Orthogonal Latent Spaces},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {701--708},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/salzmann10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SalzmannEUD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SchmidtM10,
author = {Mark Schmidt and
Kevin P. Murphy},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Convex Structure Learning in Log-Linear Models: Beyond Pairwise Potentials},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {709--716},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/schmidt10a.html},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SchmidtM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Schraudolph10,
author = {Nic Schraudolph},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Polynomial-Time Exact Inference in NP-Hard Binary MRFs via Reweighted
Perfect Matching},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {717--724},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/schraudolph10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Schraudolph10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SharpR10,
author = {Kevin Sharp and
Magnus Rattray},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Dense Message Passing for Sparse Principal Component Analysis},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {725--732},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/sharp10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SharpR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ShivaswamyJ10a,
author = {Pannagadatta K. Shivaswamy and
Tony Jebara},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Empirical Bernstein Boosting},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {733--740},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/shivaswamy10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShivaswamyJ10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SiddiqiBG10,
author = {Sajid M. Siddiqi and
Byron Boots and
Geoffrey J. Gordon},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Reduced-Rank Hidden Markov Models},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {741--748},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/siddiqi10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SiddiqiBG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SinghNC10,
author = {Aarti Singh and
Robert D. Nowak and
A. Robert Calderbank},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Detecting Weak but Hierarchically-Structured Patterns in Networks},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {749--756},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/singh10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SinghNC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Slavov10,
author = {Nikolai Slavov},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Inference of Sparse Networks with Unobserved Variables. Application
to Gene Regulatory Networks},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {757--764},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/slavov10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Slavov10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SongGG10,
author = {Le Song and
Arthur Gretton and
Carlos Guestrin},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Nonparametric Tree Graphical Models},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {765--772},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/song10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SongGG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SriperumbudurFL10,
author = {Bharath K. Sriperumbudur and
Kenji Fukumizu and
Gert R. G. Lanckriet},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {On the relation between universality, characteristic kernels and {RKHS}
embedding of measures},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {773--780},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/sriperumbudur10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SriperumbudurFL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SugiyamaTSKHO10,
author = {Masashi Sugiyama and
Ichiro Takeuchi and
Taiji Suzuki and
Takafumi Kanamori and
Hirotaka Hachiya and
Daisuke Okanohara},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Conditional Density Estimation via Least-Squares Density Ratio Estimation},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {781--788},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/sugiyama10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SugiyamaTSKHO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SutskeverT10,
author = {Ilya Sutskever and
Tijmen Tieleman},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {On the Convergence Properties of Contrastive Divergence},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {789--795},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/sutskever10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SutskeverT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SuttonJ10,
author = {Charles Sutton and
Michael I. Jordan},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Inference and Learning in Networks of Queues},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {796--803},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/sutton10a.html},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SuttonJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SuzukiS10,
author = {Taiji Suzuki and
Masashi Sugiyama},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Sufficient Dimension Reduction via Squared-loss Mutual Information
Estimation},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {804--811},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/suzuki10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SuzukiS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TarlowGZ10,
author = {Daniel Tarlow and
Inmar E. Givoni and
Richard S. Zemel},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {{HOP-MAP:} Efficient Message Passing with High Order Potentials},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {812--819},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/tarlow10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TarlowGZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TehT10,
author = {Yee Whye Teh and
D. Mike Titterington},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Preface},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/teh10a/teh10a.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TehT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TelgarskyV10,
author = {Matus Telgarsky and
Andrea Vattani},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Hartigan's Method: k-means Clustering without Voronoi},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {820--827},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/telgarsky10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TelgarskyV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TheodorouBS10a,
author = {Evangelos A. Theodorou and
Jonas Buchli and
Stefan Schaal},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Learning Policy Improvements with Path Integrals},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {828--835},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/theodorou10a.html},
timestamp = {Thu, 18 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TheodorouBS10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TitovKSR10,
author = {Ivan Titov and
Alexandre Klementiev and
Kevin Small and
Dan Roth},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Unsupervised Aggregation for Classification Problems with Large Numbers
of Categories},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {836--843},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/titov10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TitovKSR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TitsiasL10,
author = {Michalis K. Titsias and
Neil D. Lawrence},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Bayesian Gaussian Process Latent Variable Model},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {844--851},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/titsias10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TitsiasL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TormaGS10,
author = {P{\'{e}}ter Torma and
Andr{\'{a}}s Gy{\"{o}}rgy and
Csaba Szepesv{\'{a}}ri},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {A Markov-Chain Monte Carlo Approach to Simultaneous Localization and
Mapping},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {852--859},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/torma10a.html},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TormaGS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TriantafillouTT10,
author = {Sofia Triantafilou and
Ioannis Tsamardinos and
Ioannis G. Tollis},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Learning Causal Structure from Overlapping Variable Sets},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {860--867},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/triantafillou10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TriantafillouTT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TurnerDR10,
author = {Ryan D. Turner and
Marc Peter Deisenroth and
Carl Edward Rasmussen},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {State-Space Inference and Learning with Gaussian Processes},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {868--875},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/turner10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TurnerDR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/UlkerGC10,
author = {Yener {\"{U}}lker and
Bilge G{\"{u}}nsel and
Ali Taylan Cemgil},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Sequential Monte Carlo Samplers for Dirichlet Process Mixtures},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {876--883},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/ulker10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/UlkerGC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/UsunierBB10,
author = {Nicolas Usunier and
Antoine Bordes and
L{\'{e}}on Bottou},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Guarantees for Approximate Incremental SVMs},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {884--891},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/usunier10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/UsunierBB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/WallachJDH10,
author = {Hanna M. Wallach and
Shane T. Jensen and
Lee H. Dicker and
Katherine A. Heller},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {An Alternative Prior Process for Nonparametric Bayesian Clustering},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {892--899},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/wallach10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WallachJDH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/WangJV10,
author = {Shijun Wang and
Rong Jin and
Hamed Valizadegan},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {A Potential-based Framework for Online Multi-class Learning with Partial
Feedback},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {900--907},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/wang10a.html},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/WangJV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/WangV10,
author = {Zhuang Wang and
Slobodan Vucetic},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Online Passive-Aggressive Algorithms on a Budget},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {908--915},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/wang10b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/WeissT10,
author = {David J. Weiss and
Benjamin Taskar},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Structured Prediction Cascades},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {916--923},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/weiss10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WeissT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/WilliamsonOG10,
author = {Sinead Williamson and
Peter Orbanz and
Zoubin Ghahramani},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Dependent Indian Buffet Processes},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {924--931},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/williamson10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WilliamsonOG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YanRFSVBMD10,
author = {Yan Yan and
R{\'{o}}mer Rosales and
Glenn Fung and
Mark Schmidt and
Gerardo Hermosillo Valadez and
Luca Bogoni and
Linda Moy and
Jennifer G. Dy},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Modeling annotator expertise: Learning when everybody knows a bit
of something},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {932--939},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/yan10a.html},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YanRFSVBMD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YoonWM10,
author = {Ji Won Yoon and
Simon P. Wilson and
K. Hun Mok},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {A highly efficient blocked Gibbs sampler reconstruction of multidimensional
{NMR} spectra},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {940--947},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/yoon10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YoonWM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ZhangDJ10,
author = {Zhihua Zhang and
Guang Dai and
Michael I. Jordan},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Matrix-Variate Dirichlet Process Mixture Models},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {980--987},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/zhang10e.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangDJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ZhangDWJ10,
author = {Zhihua Zhang and
Guang Dai and
Donghui Wang and
Michael I. Jordan},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Bayesian Generalized Kernel Models},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {972--979},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/zhang10d.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangDWJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ZhangGH10,
author = {Xinhua Zhang and
Thore Graepel and
Ralf Herbrich},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Bayesian Online Learning for Multi-label and Multi-variate Performance
Measures},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {956--963},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/zhang10b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangGH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ZhangT10,
author = {Chao Zhang and
Dacheng Tao},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Risk Bounds for Levy Processes in the PAC-Learning Framework},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {948--955},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/zhang10a.html},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ZhangY10,
author = {Yu Zhang and
Dit{-}Yan Yeung},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Multi-Task Learning using Generalized t Process},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {964--971},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/zhang10c.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ZhouJH10,
author = {Yang Zhou and
Rong Jin and
Steven C. H. Hoi},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Exclusive Lasso for Multi-task Feature Selection},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {988--995},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/zhou10a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhouJH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2010,
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
retrieved on 2024-05-28 04:06 CEST from data curated by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
