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All publications by Robert D. Nowak
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Universal Measurement Bounds for Structured Sparse Signal Recovery
Nikhil S. Rao, Ben Recht and Robert D. Nowak
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities
Brian Eriksson, Gautam Dasarathy, Aarti Singh and Robert D. Nowak
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Detecting Weak but Hierarchically-Structured Patterns in Networks
Aarti Singh, Robert D. Nowak and Robert Calderbank
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Learning Minimum Volume Sets
Clayton Scott and Robert D. Nowak
Journal of Machine Learning Research, 2006