Posts by Collection

Inverse Imaging with Deep Untrained Neural Network Priors

Adversarially Robust Learning via Entropic Regularization

Provable algorithms for machine learning

Compressive phase retrieval under image priors

Fourier ptychography for super-resolution under image priors

Fast, sample efficient algorithms for structured phase retrieval

Published in Advances in Neural Information Processing Systems (NIPS), 2017

Compressive phase retrieval using signal priors.

Low-rank Fourier ptychography

Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018

Using low-rank priors for efficient ptychography based video super-resolution.

Sub-diffraction imaging using Fourier ptychography and structured sparsity

Published in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018

Using sparsity priors for efficient ptychography based image super-resolution.

Towards Sample-Optimal Methods for Solving Random Quadratic Equations with Structure

Published in IEEE International Symposium on Information Theory (ISIT), 2018

Using signal priors for efficient compressive phase retrieval.

Sample efficient algorithms for recovering structured signals from magnitude-only measurements

Published in IEEE Transactions on Information Theory, 2019

Compressive phase retrieval using signal priors under noisy Gaussian measurements.

Linearly Convergent Algorithms for Learning Shallow Residual Networks

Published in IEEE International Symposium on Information Theory (ISIT), 2019

Linear convergence analysis for learning shallow networks with alternating minimization and gradient descent.

Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

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Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

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Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

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Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

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Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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