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Publication search results
found 159 matches
- 2012
- Yasin Abbasi-Yadkori, Dávid Pál, Csaba Szepesvári:
Online-to-Confidence-Set Conversions and Application to Sparse Stochastic Bandits. AISTATS 2012: 1-9 - Felix V. Agakov, Peter Orchard, Amos J. Storkey:
Discriminative Mixtures of Sparse Latent Fields for Risk Management. AISTATS 2012: 10-18 - Alekh Agarwal, Miroslav Dudík, Satyen Kale, John Langford, Robert E. Schapire:
Contextual Bandit Learning with Predictable Rewards. AISTATS 2012: 19-26 - Genevera I. Allen:
Sparse Higher-Order Principal Components Analysis. AISTATS 2012: 27-36 - Saeed Amizadeh, Hamed Valizadegan, Milos Hauskrecht:
Factorized Diffusion Map Approximation. AISTATS 2012: 37-46 - Galen Andrew, Jeff A. Bilmes:
Memory-efficient inference in dynamic graphical models using multiple cores. AISTATS 2012: 47-53 - Sivaraman Balakrishnan, Alessandro Rinaldo, Don Sheehy, Aarti Singh, Larry A. Wasserman:
Minimax rates for homology inference. AISTATS 2012: 64-72 - Guha Balakrishnan, Zeeshan Syed:
Scalable Personalization of Long-Term Physiological Monitoring: Active Learning Methodologies for Epileptic Seizure Onset Detection. AISTATS 2012: 73-81 - Luca Baldassarre, Jean Morales, Andreas Argyriou, Massimiliano Pontil:
A General Framework for Structured Sparsity via Proximal Optimization. AISTATS 2012: 82-90 - Rémi Bardenet, Olivier Cappé, Gersende Fort, Balázs Kégl:
Adaptive Metropolis with Online Relabeling. AISTATS 2012: 91-99 - Elias Bareinboim, Judea Pearl:
Controlling Selection Bias in Causal Inference. AISTATS 2012: 100-108 - Wei Bian, Bo Xie, Dacheng Tao:
CorrLog: Correlated Logistic Models for Joint Prediction of Multiple Labels. AISTATS 2012: 109-117 - Jasmina Bogojeska, Daniel Stöckel, Maurizio Zazzi, Rolf Kaiser, Francesca Incardona, Michal Rosen-Zvi, Thomas Lengauer:
History-alignment models for bias-aware prediction of virological response to HIV combination therapy. AISTATS 2012: 118-126 - Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio:
Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. AISTATS 2012: 127-135 - Joseph K. Bradley, Carlos Guestrin:
Sample Complexity of Composite Likelihood. AISTATS 2012: 136-160 - Marcus A. Brubaker, Mathieu Salzmann, Raquel Urtasun:
A Family of MCMC Methods on Implicitly Defined Manifolds. AISTATS 2012: 161-172 - David Buchman, Mark Schmidt, Shakir Mohamed, David Poole, Nando de Freitas:
On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models. AISTATS 2012: 173-181 - Lucian Busoniu, Rémi Munos:
Optimistic planning for Markov decision processes. AISTATS 2012: 182-189 - Alexandra Carpentier, Rémi Munos:
Bandit Theory meets Compressed Sensing for high dimensional Stochastic Linear Bandit. AISTATS 2012: 190-198 - Morteza Haghir Chehreghani, Alberto Giovanni Busetto, Joachim M. Buhmann:
Information Theoretic Model Validation for Spectral Clustering. AISTATS 2012: 495-503 - Xi Chen, Han Liu, Jaime G. Carbonell:
Structured Sparse Canonical Correlation Analysis. AISTATS 2012: 199-207 - Xiaohui Chen, Xinghua Shi, Xing Xu, Zhiyong Wang, Ryan Mills, Charles Lee, Jinbo Xu:
A Two-Graph Guided Multi-task Lasso Approach for eQTL Mapping. AISTATS 2012: 208-217 - Minmin Chen, Zhixiang Eddie Xu, Kilian Q. Weinberger, Olivier Chapelle, Dor Kedem:
Classifier Cascade for Minimizing Feature Evaluation Cost. AISTATS 2012: 218-226 - Anna Choromanska, Claire Monteleoni:
Online Clustering with Experts. AISTATS 2012: 227-235 - Olivier Collier:
Minimax hypothesis testing for curve registration. AISTATS 2012: 236-245 - Bryan R. Conroy, Paul Sajda:
Fast, Exact Model Selection and Permutation Testing for l2-Regularized Logistic Regression. AISTATS 2012: 246-254 - John P. Cunningham, Zoubin Ghahramani, Carl Edward Rasmussen:
Gaussian Processes for time-marked time-series data. AISTATS 2012: 255-263 - Arnak S. Dalalyan, Olivier Collier:
Wilks' phenomenon and penalized likelihood-ratio test for nonparametric curve registration. AISTATS 2012: 264-272 - Christian Daniel, Gerhard Neumann, Jan Peters:
Hierarchical Relative Entropy Policy Search. AISTATS 2012: 273-281 - Hal Daumé III, Jeff M. Phillips, Avishek Saha, Suresh Venkatasubramanian:
Protocols for Learning Classifiers on Distributed Data. AISTATS 2012: 282-290
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