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Home/Authors/Ilija Bogunovic

Ilija Bogunovic

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 1:13 AM AMS

11

papers

214

total citations

papers (11)

Misspecified Gaussian Process Bandit Optimization

NEURIPS 2021arXiv

Risk-averse Heteroscedastic Bayesian Optimization

NEURIPS 2021arXiv

Learning to Play Sequential Games versus Unknown Opponents

NEURIPS 2020arXiv

Contextual Games: Multi-Agent Learning with Side Information

NEURIPS 2020arXiv

Graph Neural Network Bandits

NEURIPS 2022arXiv

Movement Penalized Bayesian Optimization with Application to Wind Energy Systems

NEURIPS 2022arXiv

A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits

NEURIPS 2022arXiv

Sample Efficient Preference Alignment in LLMs via Active Exploration

Right Now, Wrong Then: Non-Stationary Direct Preference Optimization under Preference Drift

PROSAC: Provably Safe Certification for Machine Learning Models under Adversarial Attacks

Imagined Autocurricula

NEURIPS 2025arXiv