← Authors

Cem Tekin

13 papers · 2014–2025 · 4 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (25) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (11) πŸ’Ž Century Club (13) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (51) πŸ”₯ Unstoppable (8)

Conferences

AISTATS (7) NIPS (4) ICLR (1) ICML (1)

Top co-authors

Mihaela van der Schaar (4) Alihan HΓΌyΓΌk (3) Ilker Demirel (2) Cagin Ararat (1) Artun Saday (1) Mohammadmahdi Khaliligarekani (1) Xueru Zhang (1) Sepehr Elahi (1) Eralp Turgay (1) Onur Atan (1)

Keywords

regret bound (6) multi-armed bandit (5) contextual bandit (4) sequential decision (3) sample complexity (2) upper confidence bound (2) pareto set identification (2) multi-objective optimization (2) thompson sampling (2) bayesian optimization (1) online learning algorithm (1) adaptive discretization (1) sequential decision making (1) greedy policy (1) algorithmic fairness (1) machine learning (1) sequential decision-making (1) distributionally robust optimization (1) exploration exploitation (1) gaussian process (1)

Papers

Unified Screening for Multiple Diseases ICML 2025
Learning the Pareto Set Under Incomplete Preferences: Pure Exploration in Vector Bandits AISTATS 2024
Vector Optimization with Stochastic Bandit Feedback AISTATS 2023
Robust Bayesian Satisficing NIPS 2023
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine NIPS 2022
Combinatorial Gaussian Process Bandits with Probabilistically Triggered Arms AISTATS 2021
Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning ICLR 2021
Contextual Combinatorial Volatile Multi-armed Bandit with Adaptive Discretization AISTATS 2020
Analysis of Thompson Sampling for Combinatorial Multi-armed Bandit with Probabilistically Triggered Arms AISTATS 2019
Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness NIPS 2019
Multi-objective Contextual Bandit Problem with Similarity Information AISTATS 2018
Global Multi-armed Bandits with HΓΆlder Continuity AISTATS 2015
Discovering, Learning and Exploiting Relevance NIPS 2014