Sonia A. Bhaskar

2 papers · 2011–2016 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

JMLR (1) NeurIPS (1)

Top co-authors

Andrew Y. Ng (1) Zhenghao Chen (1) Jiquan Ngiam (1) Pang W. Koh (1)

Research topics

Machine Learning (2) Core Methods (2) Deep Learning (1) Architectures (1) Bayesian & Probabilistic (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

unsupervised learning (1) representation learning (1) feature learning (1) collaborative filtering (1) unsupervised feature learning (1) maximum likelihood (1) matrix completion (1) low-rank matrix (1) object classification (1) sparse filtering (1) greedy layer-wise stacking (1) low-rank matrix completion (1) matrix estimation (1) rank constraint (1) feature sparsity (1) quantized measurement (1) layer-wise stacking (1) l2 normalization (1)

Papers

Probabilistic Low-Rank Matrix Completion from Quantized Measurements JMLR 2016 Sparse Filtering NeurIPS 2011