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All publications by Chinmay Hegde
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A Nearly-Linear Time Framework for Graph-Structured Sparsity
Chinmay Hegde, Piotr Indyk and Ludwig Schmidt
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Sparse Signal Recovery Using Markov Random Fields
Volkan Cevher, Marco F. Duarte, Chinmay Hegde and Richard Baraniuk
Advances in Neural Information Processing Systems 21, 2008


Random Projections for Manifold Learning
Chinmay Hegde, Michael Wakin and Richard Baraniuk
Advances in Neural Information Processing Systems 20, 2007