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stat.ML2021
Provable Compressed Sensing with Generative Priors via Langevin Dynamics
Thanh V. Nguyen, Gauri Jagatap, Chinmay Hegde
Deep generative models have emerged as a powerful class of priors for signals in various inverse problems such as compressed sensing, phase retrieval and super-resolution. Here, we…
stat.ML2017
Sample-Efficient Algorithms for Recovering Structured Signals from Magnitude-Only Measurements
Gauri Jagatap, Chinmay Hegde
We consider the problem of recovering a signal , from magnitude-only measurements for $i…