Berkay Turan

4 papers · 2022–2024 · 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 · Bronze 🗺️ Taxonomy Completionist (10)

Venues

L4DC (2) AISTATS (1) ICML (1)

Top co-authors

Mahnoosh Alizadeh (4) Spencer Hutchinson (3) Yasin Abbasi-Yadkori (1) Ahmadreza Moradipari (1) Mohammad Ghavamzadeh (1)

Research topics

Mathematics & Optimization (4) Optimization (4) Machine Learning (3) Learning Types (3) Optimization & Theory (3) Artificial Intelligence (1) Core AI (1) Core Methods (1)

Keywords

regret bound (2) sublinear regret (2) feature selection (1) parameter selection (1) regret minimization (1) bandit feedback (1) multi-armed bandit (1) online algorithm (1) linear bandit (1) stochastic bandit (1) safe optimization (1) geometric constraint (1) distributed system (1) convex constraint (1) dynamic pricing (1) safe linear bandit (1) directional optimism (1) non-stationary optimization (1) safe exploration (1) stochastic linear bandit (1)

Papers

Directional Optimism for Safe Linear Bandits AISTATS 2024 Safe dynamic pricing for nonstationary network resource allocation L4DC 2024 The Impact of the Geometric Properties of the Constraint Set in Safe Optimization with Bandit Feedback L4DC 2023 Feature and Parameter Selection in Stochastic Linear Bandits ICML 2022