Published in IEEE International Symposium on Information Theory (ISIT), 2019
Linear convergence analysis for learning shallow networks with alternating minimization and gradient descent.
Published in IEEE Transactions on Information Theory, 2019
Compressive phase retrieval using signal priors under noisy Gaussian measurements.
Published in IEEE International Symposium on Information Theory (ISIT), 2018
Using signal priors for efficient compressive phase retrieval.
Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018
Using sparsity priors for efficient ptychography based image super-resolution.
Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018
Using low-rank priors for efficient ptychography based video super-resolution.
Published in Advances in Neural Information Processing Systems (NIPS), 2017
Compressive phase retrieval using signal priors.