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Reza Zadeh

2 papers · 2015–2016 · 1 venue · 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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🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

JMLR (2)

Top co-authors

Burak Yavuz (1) Doris Xin (1) Shivaram Venkataraman (1) Michael J. Franklin (1) Sean Owen (1) Rahul Mazumder (1) Jeremy Freeman (1) DB Tsai (1) Davies Liu (1) Joseph Bradley (1)

Research topics

Machine Learning (2) Computer Science (1) Mathematics & Optimization (1) Application Areas (1) Core Methods (1) Optimization (1) Optimization & Theory (1) Systems (1)

Keywords

matrix factorization (1) scalable learning (1) collaborative filtering (1) scalable machine learning (1) parallel computing (1) singular value decomposition (1) matrix completion (1) nuclear norm regularization (1) nuclear norm (1) distributed machine learning (1) alternating least square (1) apache spark (1) machine learning library (1) large-scale data processing (1) data processing (1)

Papers

MLlib: Machine Learning in Apache Spark JMLR 2016 Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015