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Moran Feldman

18 papers · 2017–2024 · 6 venues · across top CS/AI venues

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Achievements

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+7 more ↓ πŸ—ΊοΈ Taxonomy Completionist (19) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ”¬ Deep Specialist (12) 🀝 Dynamic Duo (14) πŸ’Ž Century Club Β· Bronze πŸ“ˆ Trend Setter ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (60) πŸ”₯ Unstoppable Β· Bronze

Venues

NeurIPS (8) ICML (4) AISTATS (3) COLT (1) IJCAI (1) JMLR (1)

Top co-authors

Amin Karbasi (14) Ehsan Kazemi (5) Loay Mualem (4) Christopher Harshaw (2) Murad Tukan (2) Andreas Krause (2) Marko Mitrovic (2) Justin Ward (1) Shervin Minaee (1) Loay Raed Mualem (1)

Research topics

Mathematics & Optimization (18) Optimization (18) Machine Learning (12) Optimization & Theory (10) Data Science & Analytics (4) Applications (4) Core Methods (3) Application Areas (2) Artificial Intelligence (1) Core AI (1) Mathematics (1)

Keywords

approximation algorithm (10) submodular maximization (10) combinatorial optimization (6) submodular function (5) submodular optimization (4) streaming algorithm (4) continuous optimization (3) greedy algorithm (3) cardinality constraint (3) machine learning application (2) movie recommendation (2) approximation guarantee (2) determinantal point process (2) data summarization (2) online algorithm (2) approximation ratio (2) query complexity (1) sequence optimization (1) constrained optimization (1) sequential decision (1)

Papers

Bridging the Gap between General and Down-Closed Convex Sets in Submodular Maximization IJCAI 2024 Practical $0.385$-Approximation for Submodular Maximization Subject to a Cardinality Constraint NeurIPS 2024 Submodular Minimax Optimization: Finding Effective Sets AISTATS 2024 How Do You Want Your Greedy: Simultaneous or Repeated? JMLR 2023 Resolving the Approximability of Offline and Online Non-monotone DR-Submodular Maximization over General Convex Sets AISTATS 2023 Submodular Maximization in Clean Linear Time NeurIPS 2022 Using Partial Monotonicity in Submodular Maximization NeurIPS 2022 Regularized Submodular Maximization at Scale ICML 2021 Submodular + Concave NeurIPS 2021 Continuous Submodular Maximization: Beyond DR-Submodularity NeurIPS 2020 Streaming Submodular Maximization under a k-Set System Constraint ICML 2020 Adaptive Sequence Submodularity NeurIPS 2019 Submodular Maximization beyond Non-negativity: Guarantees, Fast Algorithms, and Applications ICML 2019 Do Less, Get More: Streaming Submodular Maximization with Subsampling NeurIPS 2018 Submodularity on Hypergraphs: From Sets to Sequences AISTATS 2018 Weakly Submodular Maximization Beyond Cardinality Constraints: Does Randomization Help Greedy? ICML 2018 Greed Is Good: Near-Optimal Submodular Maximization via Greedy Optimization COLT 2017 Streaming Weak Submodularity: Interpreting Neural Networks on the Fly NeurIPS 2017