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ABHISEK KUNDU

2 papers · 2015–2017 · 2 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird

Conferences

JMLR (1) NIPS (1)

Top co-authors

Malik Magdon-Ismail (2) Petros Drineas (2)

Keywords

dimension reduction (2) sparse principal component analysis (2) matrix completion (2) matrix sketching (2) approximation algorithm (1) hybrid sampling (1) l1 sampling (1) dimensionality reduction (1) l2 sampling (1) compressed sensing (1) random sampling (1) spectral norm (1)

Papers

Recovering PCA and Sparse PCA via Hybrid-(l1,l2) Sparse Sampling of Data Elements JMLR 2017 Approximating Sparse PCA from Incomplete Data NIPS 2015