Sonia A. Bhaskar

Sparse Filtering

Jiquan Ngiam, Zhenghao Chen, Sonia A. Bhaskar et al. · Neural Information Processing Systems · 2011 · 148 citations

Phone Classification, Convolutional Neural Network, Image Classification +13

Probabilistic low-rank matrix completion from quantized measurements

Sonia A. Bhaskar · Journal of Machine Learning Research · 2016 · 40 citations

Sparse Representation, Faster Convergence Rate, Machine Learning +14

1-bit matrix completion under exact low-rank constraint

Sonia A. Bhaskar, Adel Javanmard · 2015 · 27 citations

Mathematical Programming, Engineering, Machine Learning +16

1-Bit Matrix Completion under Exact Low-Rank Constraint

Sonia A. Bhaskar, Adel Javanmard · arXiv (Cornell University) · 2015 · 15 citations · Full text

Mathematical Programming, Engineering, Machine Learning +16

Statistical analysis of a low cost method for multiple disease prediction

Mohsen Bayati, Sonia A. Bhaskar, Andrea Montanari · Statistical Methods in Medical Research · 2016 · 13 citations

Engineering, Machine Learning, Diagnosis +23