Ilija Bogunovic

Learning-Based Compressive Subsampling

Luca Baldassarre, Yen-Huan Li, Jonathan Scarlett et al. · IEEE Journal of Selected Topics in Signal Processing · 2016 · 106 citations · Full text

Near-Optimally Teaching the Crowd to Classify

Adish Singla, Ilija Bogunovic, Gábor Bartók et al. · arXiv (Cornell University) · 2014 · 72 citations · Full text

Artificial Intelligence, Crowd Simulation, Multiple Instance Learning +17

Adversarially Robust Optimization with Gaussian Processes

Ilija Bogunovic, Jonathan Scarlett, Stefanie Jegelka et al. · arXiv (Cornell University) · 2018 · 49 citations · Full text

Mathematical Programming, Engineering, Machine Learning +14

Time-Varying Gaussian Process Bandit Optimization

Ilija Bogunovic, Jonathan Scarlett, Volkan Cevher · arXiv (Cornell University) · 2016 · 35 citations · Full text

Artificial Intelligence, Reward Function, Engineering +12

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

Ilija Bogunovic, Jonathan Scarlett, Andreas Krause et al. · arXiv (Cornell University) · 2016 · 34 citations · Full text

Mathematical Programming, Parameter Estimation, Engineering +17