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All publications by Robert Nowak
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Query Complexity of Derivative-Free Optimization
Ben Recht, Kevin G. Jamieson and Robert Nowak
Advances in Neural Information Processing Systems 25, 2012


High-Rank Matrix Completion
Brian Eriksson, Laura Balzano and Robert Nowak
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Active Ranking using Pairwise Comparisons
Kevin G. Jamieson and Robert Nowak
Advances in Neural Information Processing Systems 24, 2011


Transduction with Matrix Completion: Three Birds with One Stone
Andrew Goldberg, Ben Recht, Junming Xu, Robert Nowak and Xiaojin Zhu
Advances in Neural Information Processing Systems 23, 2010


Noisy Generalized Binary Search
Robert Nowak
Advances in Neural Information Processing Systems 22, 2009


Distilled sensing: selective sampling for sparse signal recovery
Jarvis Haupt, Rui Castro and Robert Nowak
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Multi-Manifold Semi-Supervised Learning
Andrew B. Goldberg, Xiaojin Zhu, Aarti Singh, Zhiting Xu and Robert Nowak
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Unlabeled data: Now it helps, now it doesn't
Aarti Singh, Robert Nowak and Xiaojin Zhu
Advances in Neural Information Processing Systems 21, 2008


Human Active Learning
Rui M. Castro, Charles Kalish, Robert Nowak, Ruichen Qian, Tim Rogers and Xiaojin Zhu
Advances in Neural Information Processing Systems 21, 2008


Inferring Network Structure from Co-Occurrences
Michael G. Rabbat, Mário Figueiredo and Robert Nowak
Advances in Neural Information Processing Systems 19, 2006


Faster Rates in Regression via Active Learning
Rebecca Willett, Robert Nowak and Rui M. Castro
Advances in Neural Information Processing Systems 18, 2005


On the Adaptive Properties of Decision Trees
Clayton Scott and Robert Nowak
Advances in Neural Information Processing Systems 17, 2004


Near-Minimax Optimal Classification with Dyadic Classification Trees
Clayton Scott and Robert Nowak
Advances in Neural Information Processing Systems 16, 2003


Dyadic Classification Trees via Structural Risk Minimization
Clayton Scott and Robert Nowak
Advances in Neural Information Processing Systems 15, 2002