Chinmay Hegde

Solving Linear Inverse Problems Using Gan Priors: An Algorithm with Provable Guarantees

Viraj Shah, Chinmay Hegde · 2018 · 144 citations

Computing, Computer Science, Computer Vision +16

Random Projections for Manifold Learning

Chinmay Hegde, Michael B. Wakin, Richard G. Baraniuk · Neural Information Processing Systems · 2007 · 113 citations

Computing, Computer Science, Computational Geometry +11

Recovery of Clustered Sparse Signals from Compressive Measurements

Volkan Cevher, Piotr Indyk, Chinmay Hegde et al. · 2009 · 93 citations · Full text

Natural Sciences, Mathematics, Information Theory +13

NuMax: A Convex Approach for Learning Near-Isometric Linear Embeddings

Chinmay Hegde, Aswin C. Sankaranarayanan, Wotao Yin et al. · IEEE Transactions on Signal Processing · 2015 · 79 citations · Full text

Computing, Computer Science, Mathematics +17

Collaborative Deep Learning in Fixed Topology Networks

Zhanhong Jiang, Aditya Balu, Chinmay Hegde et al. · arXiv (Cornell University) · 2017 · 77 citations · Full text

Computing, Computer Science, Algorithms +16