Publications

Journal Papers

S. Nayer and N. Vaswani, "Sample-efficient low rank phase retrieval ", Submitted to IEEE Transactions On Information Theory, 2020.

S. Nayer, P. Narayanamurthy, N. Vaswani, "Provable low rank phase retrieval ", IEEE Transactions On Information Theory, 2020.

N. Vaswani, S. Nayer, Y. C. Eldar, "Low rank phase retrieval", IEEE Transactions On Signal Processing, 2017.

G.Jagatap, Z.Chen, S. Nayer, C.Hegde, N.Vaswani,, "Sample efficient fourier ptychography for structured data", IEEE Transactions On Computational Imaging, 2019.

High ranked Machine Learning Conference Papers

S. Nayer and N.Vaswani, "Fast and Sample-Efficient Federated Low Rank Matrix Recovery from Column-wise Linear and Quadratic Projections", .

S. Nayer, P.Narayanamurthy, N.Vaswani, "Phaseless PCA: Low-Rank Matrix Recovery from Column-wise Phaseless Measurements", ICML 2019 (Acceptance rate=22.6%).

Conference Papers

S. Nayer, N. Vaswani, Y. C. Eldar, "Low Rank Phase Retrieval", The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March 2017.

S. Nayer, N. Vaswani, Y. C. Eldar, "Low Rank Matrix Recovery From Column-Wise Phaseless Measurements", 2016 IEEE Statistical Signal Processing Workshop (SSP), June 2016.

Z.Chen, G.Jagatap, S. Nayer, C.Hegde, N.Vaswani, "Low Rank Fourier Ptychography", The 43nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), April 2018.

S. Nayer and N.Vaswani, "PhaST: Model-Free Phaseless Subspace Tracking", The 44nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2019.

S. Nayer and N.Vaswani, "Phaseless Subspace Tracking", The 6th IEEE Global Conference on Signal and Information Processing (GlobalSIP), November 2018.

S. Nayer, N. Vaswani, Y. C. Eldar, "Non-convex Phase Retrieval of Low-Rank Matrix Columns", NIPS 2016 workshop on Nonconvex Optimization for Machine Learning, December 2016.