Ilija Bogunovic

16

Papers

180

Total Citations

Papers (16)

Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation

NeurIPS 2016arXiv

Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach

NeurIPS 2017arXiv

An Efficient Streaming Algorithm for the Submodular Cover Problem

NeurIPS 2016arXiv

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

Risk-averse Heteroscedastic Bayesian Optimization

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

Movement Penalized Bayesian Optimization with Application to Wind Energy Systems

Graph Neural Network Bandits

Robust Submodular Maximization: A Non-Uniform Partitioning Approach

Adversarially Robust Optimization with Gaussian Processes

No-Regret Learning in Unknown Games with Correlated Payoffs

Learning to Play Sequential Games versus Unknown Opponents

Contextual Games: Multi-Agent Learning with Side Information

Misspecified Gaussian Process Bandit Optimization