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All publications by Barnabás Póczos
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Copula-based Kernel Dependency Measures
Zoubin Ghahramani, Barnabás Póczos and Jeff G. Schneider
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Nonparametric Estimation of Conditional Information and Divergences
Barnabás Póczos and Jeff G. Schneider
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Group Anomaly Detection using Flexible Genre Models
Liang Xiong, Barnabás Póczos and Jeff G. Schneider
Advances in Neural Information Processing Systems 24, 2011


Hierarchical Probabilistic Models for Group Anomaly Detection
Liang Xiong, Barnabás Póczos, Jeff G. Schneider, Andrew Connolly and Jake Vanderplas
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


On the Estimation of alpha-Divergences
Barnabás Póczos and Jeff G. Schneider
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Budgeted Distribution Learning of Belief Net Parameters
Liuyang Li, Barnabás Póczos, Csaba Szepesvári and Russell Greiner
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Estimation of Renyi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs
Barnabás Póczos, Csaba Szepesvári and David Tax
Advances in Neural Information Processing Systems 23, 2010


REGO: Rank-based Estimation of Renyi Information using Euclidean Graph Optimization
Barnabás Póczos, Sergey Kirshner and Csaba Szepesvári
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Identification of Recurrent Neural Networks by Bayesian Interrogation Techniques
Barnabás Póczos and András Lörincz
Journal of Machine Learning Research, 2009


Learning when to stop thinking and do something!
Barnabás Póczos, Yasin Abbasi-yadkori, Csaba Szepesvári, Russell Greiner and Nathan R. Sturtevant
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


ICA and ISA using Schweizer-Wolff measure of dependence
Sergey Kirshner and Barnabás Póczos
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Undercomplete Blind Subspace Deconvolution
Zoltán Szabó, Barnabás Póczos and András Lörincz
Journal of Machine Learning Research, 2007


Independent subspace analysis using geodesic spanning trees
Barnabás Póczos and András Lörincz
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005