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@inproceedings{DBLP:conf/icml/AbbeelN05,
author = {Pieter Abbeel and
Andrew Y. Ng},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Exploration and apprenticeship learning in reinforcement learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {1--8},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102352},
doi = {10.1145/1102351.1102352},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AbbeelN05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AndersonM05,
author = {Brigham S. Anderson and
Andrew Moore},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Active learning for Hidden Markov Models: objective functions and
algorithms},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {9--16},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102353},
doi = {10.1145/1102351.1102353},
timestamp = {Wed, 23 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AndersonM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AngelopoulosC05,
author = {Nicos Angelopoulos and
James Cussens},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Tempering for Bayesian C{\&}RT},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {17--24},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102354},
doi = {10.1145/1102351.1102354},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AngelopoulosC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Angiulli05,
author = {Fabrizio Angiulli},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Fast condensed nearest neighbor rule},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {25--32},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102355},
doi = {10.1145/1102351.1102355},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Angiulli05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachJ05,
author = {Francis R. Bach and
Michael I. Jordan},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Predictive low-rank decomposition for kernel methods},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {33--40},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102356},
doi = {10.1145/1102351.1102356},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BachJ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BekkermanEM05,
author = {Ron Bekkerman and
Ran El{-}Yaniv and
Andrew McCallum},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Multi-way distributional clustering via pairwise interactions},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {41--48},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102357},
doi = {10.1145/1102351.1102357},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BekkermanEM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BeygelzimerDHLZ05,
author = {Alina Beygelzimer and
Varsha Dani and
Thomas P. Hayes and
John Langford and
Bianca Zadrozny},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Error limiting reductions between classification tasks},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {49--56},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102358},
doi = {10.1145/1102351.1102358},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BeygelzimerDHLZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BlockeelPS05,
author = {Hendrik Blockeel and
David Page and
Ashwin Srinivasan},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Multi-instance tree learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {57--64},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102359},
doi = {10.1145/1102351.1102359},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BlockeelPS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BowlingGW05,
author = {Michael H. Bowling and
Ali Ghodsi and
Dana F. Wilkinson},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Action respecting embedding},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {65--72},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102360},
doi = {10.1145/1102351.1102360},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BowlingGW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BreitenbachG05,
author = {Markus Breitenbach and
Gregory Z. Grudic},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Clustering through ranking on manifolds},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {73--80},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102361},
doi = {10.1145/1102351.1102361},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BreitenbachG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BridewellALT05,
author = {Will Bridewell and
Narges Bani Asadi and
Pat Langley and
Ljupco Todorovski},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Reducing overfitting in process model induction},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {81--88},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102362},
doi = {10.1145/1102351.1102362},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BridewellALT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BurgeL05,
author = {John Burge and
Terran Lane},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learning class-discriminative dynamic Bayesian networks},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {97--104},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102364},
doi = {10.1145/1102351.1102364},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BurgeL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BurgesSRLDHH05,
author = {Christopher J. C. Burges and
Tal Shaked and
Erin Renshaw and
Ari Lazier and
Matt Deeds and
Nicole Hamilton and
Gregory N. Hullender},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learning to rank using gradient descent},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {89--96},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102363},
doi = {10.1145/1102351.1102363},
timestamp = {Wed, 28 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BurgesSRLDHH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CalinonB05,
author = {Sylvain Calinon and
Aude Billard},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Recognition and reproduction of gestures using a probabilistic framework
combining PCA, {ICA} and {HMM}},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {105--112},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102365},
doi = {10.1145/1102351.1102365},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CalinonB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CarneyCDL05,
author = {Michael Carney and
Padraig Cunningham and
Jim Dowling and
Ciaran Lee},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Predicting probability distributions for surf height using an ensemble
of mixture density networks},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {113--120},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102366},
doi = {10.1145/1102351.1102366},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CarneyCDL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChangK05,
author = {Yu{-}Han Chang and
Leslie Pack Kaelbling},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Hedged learning: regret-minimization with learning experts},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {121--128},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102367},
doi = {10.1145/1102351.1102367},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChangK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChengJSW05,
author = {Li Cheng and
Feng Jiao and
Dale Schuurmans and
Shaojun Wang},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Variational Bayesian image modelling},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {129--136},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102368},
doi = {10.1145/1102351.1102368},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChengJSW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChuG05,
author = {Wei Chu and
Zoubin Ghahramani},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Preference learning with Gaussian processes},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {137--144},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102369},
doi = {10.1145/1102351.1102369},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChuG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChuK05,
author = {Wei Chu and
S. Sathiya Keerthi},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {New approaches to support vector ordinal regression},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {145--152},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102370},
doi = {10.1145/1102351.1102370},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChuK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CortesMW05,
author = {Corinna Cortes and
Mehryar Mohri and
Jason Weston},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {A general regression technique for learning transductions},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {153--160},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102371},
doi = {10.1145/1102351.1102371},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CortesMW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CrandallG05,
author = {Jacob W. Crandall and
Michael A. Goodrich},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learning to compete, compromise, and cooperate in repeated general-sum
games},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {161--168},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102372},
doi = {10.1145/1102351.1102372},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CrandallG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DaumeM05,
author = {Hal Daum{\'{e}} III and
Daniel Marcu},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learning as search optimization: approximate large margin methods
for structured prediction},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {169--176},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102373},
doi = {10.1145/1102351.1102373},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DaumeM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DrakeV05,
author = {Adam Drake and
Dan Ventura},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {A practical generalization of Fourier-based learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {185--192},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102375},
doi = {10.1145/1102351.1102375},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DrakeV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DriessensD05,
author = {Kurt Driessens and
Saso Dzeroski},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Combining model-based and instance-based learning for first order
regression},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {193--200},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102376},
doi = {10.1145/1102351.1102376},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DriessensD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EngelMM05,
author = {Yaakov Engel and
Shie Mannor and
Ron Meir},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Reinforcement learning with Gaussian processes},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {201--208},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102377},
doi = {10.1145/1102351.1102377},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EngelMM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EspositoS05,
author = {Roberto Esposito and
Lorenza Saitta},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Experimental comparison between bagging and Monte Carlo ensemble classification},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {209--216},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102378},
doi = {10.1145/1102351.1102378},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EspositoS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FinleyJ05,
author = {Thomas Finley and
Thorsten Joachims},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Supervised clustering with support vector machines},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {217--224},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102379},
doi = {10.1145/1102351.1102379},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FinleyJ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FrohlichWSZ05,
author = {Holger Fr{\"{o}}hlich and
J{\"{o}}rg K. Wegner and
Florian Sieker and
Andreas Zell},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Optimal assignment kernels for attributed molecular graphs},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {225--232},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102380},
doi = {10.1145/1102351.1102380},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FrohlichWSZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GeurtsW05,
author = {Pierre Geurts and
Louis Wehenkel},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Closed-form dual perturb and combine for tree-based models},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {233--240},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102381},
doi = {10.1145/1102351.1102381},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GeurtsW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GirolamiR05,
author = {Mark A. Girolami and
Simon Rogers},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Hierarchic Bayesian models for kernel learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {241--248},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102382},
doi = {10.1145/1102351.1102382},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GirolamiR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GlocerET05,
author = {Karen A. Glocer and
Damian Eads and
James Theiler},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Online feature selection for pixel classification},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {249--256},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102383},
doi = {10.1145/1102351.1102383},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GlocerET05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GroisW05,
author = {Eugene Grois and
David C. Wilkins},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learning strategies for story comprehension: a reinforcement learning
approach},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {257--264},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102384},
doi = {10.1145/1102351.1102384},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GroisW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuestrinKS05,
author = {Carlos Guestrin and
Andreas Krause and
Ajit Paul Singh},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Near-optimal sensor placements in Gaussian processes},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {265--272},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102385},
doi = {10.1145/1102351.1102385},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuestrinKS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuptaG05,
author = {Gunjan Gupta and
Joydeep Ghosh},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Robust one-class clustering using hybrid global and local search},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {273--280},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102386},
doi = {10.1145/1102351.1102386},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuptaG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeCM05,
author = {Xiaofei He and
Deng Cai and
Wanli Min},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Statistical and computational analysis of locality preserving projection},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {281--288},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102387},
doi = {10.1145/1102351.1102387},
timestamp = {Wed, 13 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HeCM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeinA05,
author = {Matthias Hein and
Jean{-}Yves Audibert},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Intrinsic dimensionality estimation of submanifolds in R\({}^{\mbox{d}}\)},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {289--296},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102388},
doi = {10.1145/1102351.1102388},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HeinA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HellerG05,
author = {Katherine A. Heller and
Zoubin Ghahramani},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Bayesian hierarchical clustering},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {297--304},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102389},
doi = {10.1145/1102351.1102389},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HellerG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HerbsterPW05,
author = {Mark Herbster and
Massimiliano Pontil and
Lisa Wainer},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Online learning over graphs},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {305--312},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102390},
doi = {10.1145/1102351.1102390},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HerbsterPW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HillD05,
author = {Simon I. Hill and
Arnaud Doucet},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Adapting two-class support vector classification methods to many class
problems},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {313--320},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102391},
doi = {10.1145/1102351.1102391},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HillD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Ho05,
author = {Shen{-}Shyang Ho},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {A martingale framework for concept change detection in time-varying
data streams},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {321--327},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102392},
doi = {10.1145/1102351.1102392},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Ho05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IeWNL05,
author = {Eugene Ie and
Jason Weston and
William Stafford Noble and
Christina S. Leslie},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Multi-class protein fold recognition using adaptive codes},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {329--336},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102393},
doi = {10.1145/1102351.1102393},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/IeWNL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IlghamiMNA05,
author = {Okhtay Ilghami and
H{\'{e}}ctor Mu{\~{n}}oz{-}Avila and
Dana S. Nau and
David W. Aha},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learning approximate preconditions for methods in hierarchical plans},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {337--344},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102394},
doi = {10.1145/1102351.1102394},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/IlghamiMNA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/IresonCCFKL05,
author = {Neil Ireson and
Fabio Ciravegna and
Mary Elaine Califf and
Dayne Freitag and
Nicholas Kushmerick and
Alberto Lavelli},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Evaluating machine learning for information extraction},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {345--352},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102395},
doi = {10.1145/1102351.1102395},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/IresonCCFKL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinCS05,
author = {Rong Jin and
Joyce Y. Chai and
Luo Si},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learn to weight terms in information retrieval using category information},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {353--360},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102396},
doi = {10.1145/1102351.1102396},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JinCS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinZ05,
author = {Rong Jin and
Jian Zhang},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {A smoothed boosting algorithm using probabilistic output codes},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {361--368},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102397},
doi = {10.1145/1102351.1102397},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JinZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JingPR05,
author = {Yushi Jing and
Vladimir Pavlovic and
James M. Rehg},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Efficient discriminative learning of Bayesian network classifier via
boosted augmented naive Bayes},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {369--376},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102398},
doi = {10.1145/1102351.1102398},
timestamp = {Tue, 11 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JingPR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Joachims05,
author = {Thorsten Joachims},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {A support vector method for multivariate performance measures},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {377--384},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102399},
doi = {10.1145/1102351.1102399},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Joachims05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JoachimsH05,
author = {Thorsten Joachims and
John E. Hopcroft},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Error bounds for correlation clustering},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {385--392},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102400},
doi = {10.1145/1102351.1102400},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JoachimsH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JodogneP05,
author = {S{\'{e}}bastien Jodogne and
Justus H. Piater},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Interactive learning of mappings from visual percepts to actions},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {393--400},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102401},
doi = {10.1145/1102351.1102401},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JodogneP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JonssonB05,
author = {Anders Jonsson and
Andrew G. Barto},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {A causal approach to hierarchical decomposition of factored MDPs},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {401--408},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102402},
doi = {10.1145/1102351.1102402},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JonssonB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KaariainenL05,
author = {Matti K{\"{a}}{\"{a}}ri{\"{a}}inen and
John Langford},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {A comparison of tight generalization error bounds},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {409--416},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102403},
doi = {10.1145/1102351.1102403},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KaariainenL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Keerthi05,
author = {S. Sathiya Keerthi},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Generalized {LARS} as an effective feature selection tool for text
classification with SVMs},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {417--424},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102404},
doi = {10.1145/1102351.1102404},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Keerthi05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KhoussainovHK05,
author = {Rinat Khoussainov and
Andreas He{\ss} and
Nicholas Kushmerick},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Ensembles of biased classifiers},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {425--432},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102405},
doi = {10.1145/1102351.1102405},
timestamp = {Thu, 09 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KhoussainovHK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KoivistoS05,
author = {Mikko Koivisto and
Kismat Sood},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Computational aspects of Bayesian partition models},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {433--440},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102406},
doi = {10.1145/1102351.1102406},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KoivistoS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KokD05,
author = {Stanley Kok and
Pedro M. Domingos},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learning the structure of Markov logic networks},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {441--448},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102407},
doi = {10.1145/1102351.1102407},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KokD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KolterM05,
author = {Jeremy Z. Kolter and
Marcus A. Maloof},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Using additive expert ensembles to cope with concept drift},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {449--456},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102408},
doi = {10.1145/1102351.1102408},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KolterM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KulisBDM05,
author = {Brian Kulis and
Sugato Basu and
Inderjit S. Dhillon and
Raymond J. Mooney},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Semi-supervised graph clustering: a kernel approach},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {457--464},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102409},
doi = {10.1145/1102351.1102409},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KulisBDM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LalSHP05,
author = {Thomas Navin Lal and
Michael Schr{\"{o}}der and
N. Jeremy Hill and
Hubert Prei{\ss}l and
Thilo Hinterberger and
J{\"{u}}rgen Mellinger and
Martin Bogdan and
Wolfgang Rosenstiel and
Thomas Hofmann and
Niels Birbaumer and
Bernhard Sch{\"{o}}lkopf},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {A brain computer interface with online feedback based on magnetoencephalography},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {465--472},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102410},
doi = {10.1145/1102351.1102410},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LalSHP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LangfordZ05,
author = {John Langford and
Bianca Zadrozny},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Relating reinforcement learning performance to classification performance},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {473--480},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102411},
doi = {10.1145/1102351.1102411},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LangfordZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LavioletteM05,
author = {Fran{\c{c}}ois Laviolette and
Mario Marchand},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {PAC-Bayes risk bounds for sample-compressed Gibbs classifiers},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {481--488},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102412},
doi = {10.1145/1102351.1102412},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LavioletteM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeSC05,
author = {Quoc V. Le and
Alexander J. Smola and
St{\'{e}}phane Canu},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Heteroscedastic Gaussian process regression},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {489--496},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102413},
doi = {10.1145/1102351.1102413},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeSC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeiteB05,
author = {Rui Leite and
Pavel Brazdil},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Predicting relative performance of classifiers from samples},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {497--503},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102414},
doi = {10.1145/1102351.1102414},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeiteB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiaoXC05,
author = {Xuejun Liao and
Ya Xue and
Lawrence Carin},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Logistic regression with an auxiliary data source},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {505--512},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102415},
doi = {10.1145/1102351.1102415},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiaoXC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuXC05,
author = {Yan Liu and
Eric P. Xing and
Jaime G. Carbonell},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Predicting protein folds with structural repeats using a chain graph
model},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {513--520},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102416},
doi = {10.1145/1102351.1102416},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuXC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LongVGTS05,
author = {Philip M. Long and
Vinay Varadan and
Sarah Gilman and
Mark Treshock and
Rocco A. Servedio},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Unsupervised evidence integration},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {521--528},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102417},
doi = {10.1145/1102351.1102417},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LongVGTS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LowdD05,
author = {Daniel Lowd and
Pedro M. Domingos},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Naive Bayes models for probability estimation},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {529--536},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102418},
doi = {10.1145/1102351.1102418},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LowdD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MacskassyPR05,
author = {Sofus A. Macskassy and
Foster J. Provost and
Saharon Rosset},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {{ROC} confidence bands: an empirical evaluation},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {537--544},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102419},
doi = {10.1145/1102351.1102419},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MacskassyPR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MadsenKE05,
author = {Rasmus Elsborg Madsen and
David Kauchak and
Charles Elkan},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Modeling word burstiness using the Dirichlet distribution},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {545--552},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102420},
doi = {10.1145/1102351.1102420},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MadsenKE05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Mahadevan05,
author = {Sridhar Mahadevan},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Proto-value functions: developmental reinforcement learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {553--560},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102421},
doi = {10.1145/1102351.1102421},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Mahadevan05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MannorPR05,
author = {Shie Mannor and
Dori Peleg and
Reuven Y. Rubinstein},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {The cross entropy method for classification},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {561--568},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102422},
doi = {10.1145/1102351.1102422},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MannorPR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/McMahanLG05,
author = {H. Brendan McMahan and
Maxim Likhachev and
Geoffrey J. Gordon},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Bounded real-time dynamic programming: {RTDP} with monotone upper
bounds and performance guarantees},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {569--576},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102423},
doi = {10.1145/1102351.1102423},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/McMahanLG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Meila05,
author = {Marina Meila},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Comparing clusterings: an axiomatic view},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {577--584},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102424},
doi = {10.1145/1102351.1102424},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Meila05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MenchettiCF05,
author = {Sauro Menchetti and
Fabrizio Costa and
Paolo Frasconi},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Weighted decomposition kernels},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {585--592},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102425},
doi = {10.1145/1102351.1102425},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MenchettiCF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MichelsSN05,
author = {Jeff Michels and
Ashutosh Saxena and
Andrew Y. Ng},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {High speed obstacle avoidance using monocular vision and reinforcement
learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {593--600},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102426},
doi = {10.1145/1102351.1102426},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MichelsSN05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NatarajanT05,
author = {Sriraam Natarajan and
Prasad Tadepalli},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Dynamic preferences in multi-criteria reinforcement learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {601--608},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102427},
doi = {10.1145/1102351.1102427},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NatarajanT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NatarajanTADFR05,
author = {Sriraam Natarajan and
Prasad Tadepalli and
Eric Altendorf and
Thomas G. Dietterich and
Alan Fern and
Angelo C. Restificar},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learning first-order probabilistic models with combining rules},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {609--616},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102428},
doi = {10.1145/1102351.1102428},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NatarajanTADFR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NguyenH05,
author = {DucDung Nguyen and
Tu Bao Ho},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {An efficient method for simplifying support vector machines},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {617--624},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102429},
doi = {10.1145/1102351.1102429},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NguyenH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Niculescu-MizilC05,
author = {Alexandru Niculescu{-}Mizil and
Rich Caruana},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Predicting good probabilities with supervised learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {625--632},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102430},
doi = {10.1145/1102351.1102430},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Niculescu-MizilC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OntanonP05,
author = {Santiago Onta{\~{n}}{\'{o}}n and
Enric Plaza},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Recycling data for multi-agent learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {633--640},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102431},
doi = {10.1145/1102351.1102431},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/OntanonP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PaiementEBB05,
author = {Jean{-}Fran{\c{c}}ois Paiement and
Douglas Eck and
Samy Bengio and
David Barber},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {A graphical model for chord progressions embedded in a psychoacoustic
space},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {641--648},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102432},
doi = {10.1145/1102351.1102432},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PaiementEBB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PalettaFS05,
author = {Lucas Paletta and
Gerald Fritz and
Christin Seifert},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Q-learning of sequential attention for visual object recognition from
informative local descriptors},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {649--656},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102433},
doi = {10.1145/1102351.1102433},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PalettaFS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PernkopfB05,
author = {Franz Pernkopf and
Jeff A. Bilmes},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Discriminative versus generative parameter and structure learning
of Bayesian network classifiers},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {657--664},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102434},
doi = {10.1145/1102351.1102434},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PernkopfB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Pietraszek05,
author = {Tadeusz Pietraszek},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Optimizing abstaining classifiers using {ROC} analysis},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {665--672},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102435},
doi = {10.1145/1102351.1102435},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Pietraszek05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PoczosL05,
author = {Barnab{\'{a}}s P{\'{o}}czos and
Andr{\'{a}}s L{\"{o}}rincz},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Independent subspace analysis using geodesic spanning trees},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {673--680},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102436},
doi = {10.1145/1102351.1102436},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PoczosL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RamakrishnanCKB05,
author = {Ganesh Ramakrishnan and
Krishna Prasad Chitrapura and
Raghu Krishnapuram and
Pushpak Bhattacharyya},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {A model for handling approximate, noisy or incomplete labeling in
text classification},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {681--688},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102437},
doi = {10.1145/1102351.1102437},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RamakrishnanCKB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RasmussenQ05,
author = {Carl Edward Rasmussen and
Joaquin Qui{\~{n}}onero Candela},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Healing the relevance vector machine through augmentation},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {689--696},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102438},
doi = {10.1145/1102351.1102438},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RasmussenQ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RayC05,
author = {Soumya Ray and
Mark Craven},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Supervised versus multiple instance learning: an empirical comparison},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {697--704},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102439},
doi = {10.1145/1102351.1102439},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RayC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RayP05,
author = {Soumya Ray and
David Page},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Generalized skewing for functions with continuous and nominal attributes},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {705--712},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102440},
doi = {10.1145/1102351.1102440},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RayP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RennieS05,
author = {Jason D. M. Rennie and
Nathan Srebro},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Fast maximum margin matrix factorization for collaborative prediction},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {713--719},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102441},
doi = {10.1145/1102351.1102441},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RennieS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RohanimaneshM05,
author = {Khashayar Rohanimanesh and
Sridhar Mahadevan},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Coarticulation: an approach for generating concurrent plans in Markov
decision processes},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {720--727},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102442},
doi = {10.1145/1102351.1102442},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RohanimaneshM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RosellHRP05,
author = {Bernard Rosell and
Lisa Hellerstein and
Soumya Ray and
David Page},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Why skewing works: learning difficult Boolean functions with greedy
tree learners},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {728--735},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102443},
doi = {10.1145/1102351.1102443},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RosellHRP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RothY05,
author = {Dan Roth and
Wen{-}tau Yih},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Integer linear programming inference for conditional random fields},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {736--743},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102444},
doi = {10.1145/1102351.1102444},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RothY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RousuSSS05,
author = {Juho Rousu and
Craig Saunders and
S{\'{a}}ndor Szedm{\'{a}}k and
John Shawe{-}Taylor},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learning hierarchical multi-category text classification models},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {744--751},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102445},
doi = {10.1145/1102351.1102445},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RousuSSS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SajamaO05,
author = {Sajama and
Alon Orlitsky},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Estimating and computing density based distance metrics},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {760--767},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102447},
doi = {10.1145/1102351.1102447},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SajamaO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SajamaO05a,
author = {Sajama and
Alon Orlitsky},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Supervised dimensionality reduction using mixture models},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {768--775},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102448},
doi = {10.1145/1102351.1102448},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SajamaO05a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SalojarviPK05,
author = {Jarkko Saloj{\"{a}}rvi and
Kai Puolam{\"{a}}ki and
Samuel Kaski},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Expectation maximization algorithms for conditional likelihoods},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {752--759},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102446},
doi = {10.1145/1102351.1102446},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SalojarviPK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ScholkopfSB05,
author = {Bernhard Sch{\"{o}}lkopf and
Florian Steinke and
Volker Blanz},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Object correspondence as a machine learning problem},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {776--783},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102449},
doi = {10.1145/1102351.1102449},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ScholkopfSB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShaS05,
author = {Fei Sha and
Lawrence K. Saul},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Analysis and extension of spectral methods for nonlinear dimensionality
reduction},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {784--791},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102450},
doi = {10.1145/1102351.1102450},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShaS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShashuaH05,
author = {Amnon Shashua and
Tamir Hazan},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Non-negative tensor factorization with applications to statistics
and computer vision},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {792--799},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102451},
doi = {10.1145/1102351.1102451},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ShashuaH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SiddiqiM05,
author = {Sajid M. Siddiqi and
Andrew W. Moore},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Fast inference and learning in large-state-space HMMs},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {800--807},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102452},
doi = {10.1145/1102351.1102452},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SiddiqiM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SilvaS05,
author = {Ricardo Bezerra de Andrade e Silva and
Richard Scheines},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {New d-separation identification results for learning continuous latent
variable models},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {808--815},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102453},
doi = {10.1145/1102351.1102453},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SilvaS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SimsekWB05,
author = {{\"{O}}zg{\"{u}}r Simsek and
Alicia P. Wolfe and
Andrew G. Barto},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Identifying useful subgoals in reinforcement learning by local graph
partitioning},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {816--823},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102454},
doi = {10.1145/1102351.1102454},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SimsekWB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SindhwaniNB05,
author = {Vikas Sindhwani and
Partha Niyogi and
Mikhail Belkin},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Beyond the point cloud: from transductive to semi-supervised learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {824--831},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102455},
doi = {10.1145/1102351.1102455},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SindhwaniNB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SinghPGBB05,
author = {Rohit Singh and
Nathan P. Palmer and
David K. Gifford and
Bonnie Berger and
Ziv Bar{-}Joseph},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Active learning for sampling in time-series experiments with application
to gene expression analysis},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {832--839},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102456},
doi = {10.1145/1102351.1102456},
timestamp = {Sat, 13 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SinghPGBB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SnelsonG05,
author = {Edward Lloyd Snelson and
Zoubin Ghahramani},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Compact approximations to Bayesian predictive distributions},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {840--847},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102457},
doi = {10.1145/1102351.1102457},
timestamp = {Sat, 28 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SnelsonG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SonnenburgRS05,
author = {S{\"{o}}ren Sonnenburg and
Gunnar R{\"{a}}tsch and
Bernhard Sch{\"{o}}lkopf},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Large scale genomic sequence {SVM} classifiers},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {848--855},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102458},
doi = {10.1145/1102351.1102458},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SonnenburgRS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/StrehlL05,
author = {Alexander L. Strehl and
Michael L. Littman},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {A theoretical analysis of Model-Based Interval Estimation},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {856--863},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102459},
doi = {10.1145/1102351.1102459},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/StrehlL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunD05,
author = {Qiang Sun and
Gerald DeJong},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Explanation-Augmented {SVM:} an approach to incorporating domain knowledge
into {SVM} learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {864--871},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102460},
doi = {10.1145/1102351.1102460},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SunD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SunTLW05,
author = {Yijun Sun and
Sinisa Todorovic and
Jian Li and
Dapeng Wu},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Unifying the error-correcting and output-code AdaBoost within the
margin framework},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {872--879},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102461},
doi = {10.1145/1102351.1102461},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SunTLW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SzepesvariM05,
author = {Csaba Szepesv{\'{a}}ri and
R{\'{e}}mi Munos},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Finite time bounds for sampling based fitted value iteration},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {880--887},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102462},
doi = {10.1145/1102351.1102462},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SzepesvariM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TannerS05,
author = {Brian Tanner and
Richard S. Sutton},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {TD(lambda) networks: temporal-difference networks with eligibility
traces},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {888--895},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102463},
doi = {10.1145/1102351.1102463},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TannerS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TaskarCKG05,
author = {Benjamin Taskar and
Vassil Chatalbashev and
Daphne Koller and
Carlos Guestrin},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learning structured prediction models: a large margin approach},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {896--903},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102464},
doi = {10.1145/1102351.1102464},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TaskarCKG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TorreK05,
author = {Fernando De la Torre and
Takeo Kanade},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Multimodal oriented discriminant analysis},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {177--184},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102374},
doi = {10.1145/1102351.1102374},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TorreK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ToussaintV05,
author = {Marc Toussaint and
Sethu Vijayakumar},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learning discontinuities with products-of-sigmoids for switching between
local models},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {904--911},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102465},
doi = {10.1145/1102351.1102465},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ToussaintV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TsangKL05,
author = {Ivor W. Tsang and
James T. Kwok and
Kimo T. Lai},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Core Vector Regression for very large regression problems},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {912--919},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102466},
doi = {10.1145/1102351.1102466},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TsangKL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Tsuda05,
author = {Koji Tsuda},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Propagating distributions on a hypergraph by dual information regularization},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {920--927},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102467},
doi = {10.1145/1102351.1102467},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Tsuda05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VeeramachaneniSA05,
author = {Sriharsha Veeramachaneni and
Diego Sona and
Paolo Avesani},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Hierarchical Dirichlet model for document classification},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {928--935},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102468},
doi = {10.1145/1102351.1102468},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/VeeramachaneniSA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WalderCS05,
author = {Christian Walder and
Olivier Chapelle and
Bernhard Sch{\"{o}}lkopf},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Implicit surface modelling as an eigenvalue problem},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {936--939},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102469},
doi = {10.1145/1102351.1102469},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WalderCS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangLBS05,
author = {Tao Wang and
Daniel J. Lizotte and
Michael H. Bowling and
Dale Schuurmans},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Bayesian sparse sampling for on-line reward optimization},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {956--963},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102472},
doi = {10.1145/1102351.1102472},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangLBS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangS05,
author = {Chang Wang and
Stephen D. Scott},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {New kernels for protein structural motif discovery and function classification},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {940--947},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102470},
doi = {10.1145/1102351.1102470},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangWGSC05,
author = {Shaojun Wang and
Shaomin Wang and
Russell Greiner and
Dale Schuurmans and
Li Cheng},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Exploiting syntactic, semantic and lexical regularities in language
modeling via directed Markov random fields},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {948--955},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102471},
doi = {10.1145/1102351.1102471},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangWGSC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Wiewiora05,
author = {Eric Wiewiora},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learning predictive representations from a history},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {964--971},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102473},
doi = {10.1145/1102351.1102473},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Wiewiora05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WilliamsLXC05,
author = {David Williams and
Xuejun Liao and
Ya Xue and
Lawrence Carin},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Incomplete-data classification using logistic regression},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {972--979},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102474},
doi = {10.1145/1102351.1102474},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WilliamsLXC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WolfeJS05,
author = {Britton Wolfe and
Michael R. James and
Satinder Singh},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learning predictive state representations in dynamical systems without
reset},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {980--987},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102475},
doi = {10.1145/1102351.1102475},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WolfeJS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuMR05,
author = {Jianxin Wu and
Matthew D. Mullin and
James M. Rehg},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Linear Asymmetric Classifier for cascade detectors},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {988--995},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102476},
doi = {10.1145/1102351.1102476},
timestamp = {Tue, 20 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuMR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuSB05,
author = {Mingrui Wu and
Bernhard Sch{\"{o}}lkopf and
G{\"{o}}khan H. Bakir},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Building Sparse Large Margin Classifiers},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {996--1003},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102477},
doi = {10.1145/1102351.1102477},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WuSB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuTYYK05,
author = {Zhao Xu and
Volker Tresp and
Kai Yu and
Shipeng Yu and
Hans{-}Peter Kriegel},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Dirichlet enhanced relational learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {1004--1011},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102478},
doi = {10.1145/1102351.1102478},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XuTYYK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuTS05,
author = {Kai Yu and
Volker Tresp and
Anton Schwaighofer},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learning Gaussian processes from multiple tasks},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {1012--1019},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102479},
doi = {10.1145/1102351.1102479},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YuTS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangJS05,
author = {Harry Zhang and
Liangxiao Jiang and
Jiang Su},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Augmenting naive Bayes for ranking},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {1020--1027},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102480},
doi = {10.1145/1102351.1102480},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangJS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouHS05,
author = {Dengyong Zhou and
Jiayuan Huang and
Bernhard Sch{\"{o}}lkopf},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Learning from labeled and unlabeled data on a directed graph},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {1036--1043},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102482},
doi = {10.1145/1102351.1102482},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhouHS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouLZ05,
author = {Ding Zhou and
Jia Li and
Hongyuan Zha},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {A new Mallows distance based metric for comparing clusterings},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {1028--1035},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102481},
doi = {10.1145/1102351.1102481},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhouLZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuL05,
author = {Xiaojin Zhu and
John D. Lafferty},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Harmonic mixtures: combining mixture models and graph-based methods
for inductive and scalable semi-supervised learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {1052--1059},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102484},
doi = {10.1145/1102351.1102484},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhuL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuNWZM05,
author = {Jun Zhu and
Zaiqing Nie and
Ji{-}Rong Wen and
Bo Zhang and
Wei{-}Ying Ma},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {2D Conditional Random Fields for Web information extraction},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {1044--1051},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102483},
doi = {10.1145/1102351.1102483},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhuNWZM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZienC05,
author = {Alexander Zien and
Joaquin Qui{\~{n}}onero Candela},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Large margin non-linear embedding},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {1060--1067},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102485},
doi = {10.1145/1102351.1102485},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZienC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2005,
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
publisher = {{ACM}},
year = {2005},
isbn = {1-59593-180-5},
timestamp = {Mon, 22 Oct 2007 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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