Gauri Jagatap
Title
Cited by
Cited by
Year
Fast, sample-efficient algorithms for structured phase retrieval
G Jagatap, C Hegde
Advances in Neural Information Processing Systems (NIPS), 4917-4927, 2017
372017
Sample-efficient algorithms for recovering structured signals from magnitude-only measurements
G Jagatap, C Hegde
IEEE Transactions on Information Theory 65 (7), 4434-4456, 2019
28*2019
Algorithmic guarantees for inverse imaging with untrained network priors
G Jagatap, C Hegde
Advances in Neural Information Processing Systems (NeurIPS), 2019
222019
Sub-diffraction Imaging using Fourier Ptychography and Structured Sparsity
G Jagatap, Z Chen, C Hegde, N Vaswani
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2018
152018
Sample efficient fourier ptychography for structured data
G Jagatap, Z Chen, S Nayer, C Hegde, N Vaswani
IEEE Transactions on Computational Imaging 6, 344-357, 2019
92019
Low rank Fourier ptychography
Z Chen, G Jagatap, S Nayer, C Hegde, N Vaswani
IEEE International Conference on Acoustics, Speech, and Signal Processing …, 2018
82018
Learning relu networks via alternating minimization
G Jagatap, C Hegde
IEEE International Symposium on Information Theory (ISIT), 2018
52018
Towards Sample-Optimal Methods for Solving Random Quadratic Equations with Structure
G Jagatap, C Hegde
IEEE International Symposium on Information Theory (ISIT), 2018
42018
Phase Retrieval using Untrained Neural Network Priors
G Jagatap, C Hegde
NeurIPS workshop on Solving Inverse Problems with Deep Networks, 2019
32019
Adversarially robust learning via entropic regularization
G Jagatap, A Joshi, AB Chowdhury, S Garg, C Hegde
arXiv preprint arXiv:2008.12338, 2020
22020
High dynamic range imaging using deep image priors
G Jagatap, C Hegde
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020
22020
Model corrected low-rank ptychography
G Jagatap, Z Chen, C Hegde, N Vaswani
IEEE International Conference on Image Processing (ICIP), 2018
22018
Provable Compressed Sensing with Generative Priors via Langevin Dynamics
TV Nguyen, G Jagatap, C Hegde
arXiv preprint arXiv:2102.12643, 2021
12021
Algorithmic Guarantees for Inverse Imaging with Untrained Neural Network Priors
GB Jagatap, C Hegde
Iowa State University MS, 2019
2019
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Articles 1–14