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Ilija Bogunovic
Ilija Bogunovic
11
papers
214
total citations
papers (11)
Misspecified Gaussian Process Bandit Optimization
NEURIPS 2021
arXiv
56
citations
Risk-averse Heteroscedastic Bayesian Optimization
NEURIPS 2021
arXiv
42
citations
Learning to Play Sequential Games versus Unknown Opponents
NEURIPS 2020
arXiv
29
citations
Contextual Games: Multi-Agent Learning with Side Information
NEURIPS 2020
arXiv
24
citations
Graph Neural Network Bandits
NEURIPS 2022
arXiv
14
citations
Movement Penalized Bayesian Optimization with Application to Wind Energy Systems
NEURIPS 2022
arXiv
14
citations
A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits
NEURIPS 2022
arXiv
11
citations
Sample Efficient Preference Alignment in LLMs via Active Exploration
COLM 2025
arXiv
10
citations
Right Now, Wrong Then: Non-Stationary Direct Preference Optimization under Preference Drift
ICML 2025
arXiv
8
citations
PROSAC: Provably Safe Certification for Machine Learning Models under Adversarial Attacks
AAAI 2025
arXiv
4
citations
Imagined Autocurricula
NEURIPS 2025
arXiv
2
citations