Cem Tekin
13 papers · 2014–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (11) π Cross-Pollinator (14)
π
Interdisciplinary Bridge
π
Conference Polyglot
(4)
π
Academic Marathon
(11)
π
Century Club
(13)
π
Trend Setter
ποΈ
Keyword Collector
(51)
π₯
Unstoppable
(8)
Conferences
AISTATS (7)
NIPS (4)
ICLR (1)
ICML (1)
Top co-authors
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