Wenruo Bai

5 papers · 2015–2019 · 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

ICML (2) NeurIPS (2) AISTATS (1)

Top co-authors

Jeff Bilmes (3) Shengjie Wang (2) Jeff A. Bilmes (2) Kai Wei (2) Chandrashekhar Lavania (1) Rishabh K Iyer (1) William Stafford Noble (1) Rishabh Iyer (1)

Research topics

Machine Learning (4) Mathematics & Optimization (4) Optimization (4) Optimization & Theory · Machine Learning (3) Computer Vision (1) Deep Learning (1) Application Areas (1) Core Methods (1) Learning Types (1) Optimization & Theory · Deep Learning (1) Processing (1) Techniques (1)

Keywords

submodular optimization (4) combinatorial optimization (2) approximation algorithm (2) greedy algorithm (2) submodular function (2) robust optimization (1) deep learning (1) gradient descent (1) batch selection (1) distributed machine learning (1) continuous greedy (1) stochastic optimization (1) approximation guarantee (1) multilinear extension (1) load balancing (1) gradient ascent (1) matroid constraint (1) supermodular function (1) data partitioning (1) robust partitioning (1)

Papers

Fixing Mini-batch Sequences with Hierarchical Robust Partitioning AISTATS 2019 Greed is Still Good: Maximizing Monotone Submodular+Supermodular (BP) Functions ICML 2018 Submodular Maximization via Gradient Ascent: The Case of Deep Submodular Functions NeurIPS 2018 Algorithms for Optimizing the Ratio of Submodular Functions ICML 2016 Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications NeurIPS 2015