Oren Somekh

3 papers · 2013–2025 · 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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🌉 Interdisciplinary Bridge · Gold 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze

🚀 Conference Pioneer 📈 Trend Setter

Venues

ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Tomer Koren (2) Ilan Ben-Bassat (1) Eshcar Hillel (1) Elazar Gershuni (1) Ronny Lempel (1) Ran Moshe (1) Fiana Raiber (1) Dan Greenstein (1) Zohar S Karnin (1) Nadav Hallak (1)

Research topics

Machine Learning (3) Optimization & Theory (3) Mathematics & Optimization (2) Learning Types (2) Optimization (2) Artificial Intelligence (1) Computer Science (1) Data Science & Analytics (1) Application Areas (1) Applications (1) Core AI (1) Systems (1)

Keywords

multi-armed bandit (2) online learning (1) transfer learning (1) communication complexity (1) distributed learning (1) logarithmic regret (1) mirror descent (1) communication efficiency (1) subset selection (1) best arm identification (1) collaborative learning (1) distributed exploration (1) parallel speedup (1) arm pulls (1) regret bound (1) convergence guarantee (1) exploration algorithm (1) black-box setting (1) arm pull budget (1) stochastic optimization (1)

Papers

A Stochastic Approach to the Subset Selection Problem via Mirror Descent ICLR 2025 Almost Optimal Exploration in Multi-Armed Bandits ICML 2013 Distributed Exploration in Multi-Armed Bandits NeurIPS 2013