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Hua Ouyang

3 papers · 2009–2017 · 3 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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+2 more ↓ πŸŒ‰ Interdisciplinary Bridge Β· Silver πŸƒ Academic Marathon Β· Sprint πŸ—ΊοΈ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot Β· Bronze
πŸš€ Conference Pioneer πŸ“ˆ Trend Setter

Venues

AISTATS (1) ICML (1) NeurIPS (1)

Top co-authors

Dongryeol Lee (1) Alexander Gray (1) Long Tran (1) Alexander G. Gray (1) Carlos Guestrin (1) Niao He (1) Parikshit Ram (1) Tianyi Zhou (1) Yi Chang (1) Jeff Bilmes (1)

Research topics

Machine Learning (3) Optimization & Theory (2) Computer Science (1) Data Science & Analytics (1) Mathematics & Optimization (1) Application Areas (1) Applications Β· Computer Science (1) Applications Β· Data Science & Analytics (1) Core Methods (1) Foundations (1) Methods (1) Optimization (1)

Keywords

stochastic optimization (1) convex optimization (1) similarity search (1) composite optimization (1) approximate matching (1) nearest neighbor search (1) high-dimensional indexing (1) rank-approximate search (1) distance ranking (1) nonsmooth optimization (1) submodular maximization (1) approximate search (1) greedy algorithm (1) video summarization (1) high-dimensional data (1) alternating direction method of multiplier (1) graph algorithm (1) news summarization (1) distance approximation (1) rank preservation (1)

Papers

Scaling Submodular Maximization via Pruned Submodularity Graphs AISTATS 2017 Stochastic Alternating Direction Method of Multipliers ICML 2013 Rank-Approximate Nearest Neighbor Search: Retaining Meaning and Speed in High Dimensions NeurIPS 2009