Moran Feldman

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

Achievements

🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (20) 🌍 Conference Polyglot (6) 🏃 Academic Marathon (7) 🤝 Dynamic Duo (14) 🔬 Deep Specialist (12) ❓ The Questioner (2) 📈 Trend Setter 💎 Century Club (18) 🗃️ Keyword Collector (60) 🔥 Unstoppable (8)

Conferences

NIPS (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)

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

Practical $0.385$-Approximation for Submodular Maximization Subject to a Cardinality Constraint NIPS 2024

Bridging the Gap between General and Down-Closed Convex Sets in Submodular Maximization IJCAI 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

Using Partial Monotonicity in Submodular Maximization NIPS 2022

Submodular Maximization in Clean Linear Time NIPS 2022

Submodular + Concave NIPS 2021

Regularized Submodular Maximization at Scale ICML 2021

Streaming Submodular Maximization under a k-Set System Constraint ICML 2020

Continuous Submodular Maximization: Beyond DR-Submodularity NIPS 2020

Submodular Maximization beyond Non-negativity: Guarantees, Fast Algorithms, and Applications ICML 2019

Adaptive Sequence Submodularity NIPS 2019

Submodularity on Hypergraphs: From Sets to Sequences AISTATS 2018

Weakly Submodular Maximization Beyond Cardinality Constraints: Does Randomization Help Greedy? ICML 2018

Do Less, Get More: Streaming Submodular Maximization with Subsampling NIPS 2018

Streaming Weak Submodularity: Interpreting Neural Networks on the Fly NIPS 2017

Greed Is Good: Near-Optimal Submodular Maximization via Greedy Optimization COLT 2017