Sparse Filtering. - Jiquan Ngiam; Pang Wei Koh; Zhenghao Chen; Sonia A. Bhaskar; Andrew Y. Ng (NIPS, 2011)

Probabilistic low-rank matrix recovery from quantized measurements: Application to image denoising. - Sonia A. Bhaskar (ACSSC, 2015)

1-bit matrix completion under exact low-rank constraint. - Sonia A. Bhaskar; Adel Javanmard (CISS, 2015)

Quantized matrix completion for low rank matrices. - Sonia A. Bhaskar (ICASSP, 2015)

Testing for impropriety of multivariate complex random processes. - Jitendra K. Tugnait; Sonia A. Bhaskar (ICASSP, 2016)

Probabilistic Low-Rank Matrix Completion from Quantized Measurements. - Sonia A. Bhaskar (J. Mach. Learn. Res., 2016)

Localization From Connectivity: A 1-bit Maximum Likelihood Approach. - Sonia A. Bhaskar (IEEE/ACM Trans. Netw., 2016)

On Testing for Impropriety of Multivariate Complex-Valued Random Sequences. - Jitendra K. Tugnait; Sonia A. Bhaskar (IEEE Trans. Signal Process., 2017)