Ilija Bogunovic
University College London(GB)
Publications by Year
Research Areas
Advanced Bandit Algorithms Research, Machine Learning and Algorithms, Gaussian Processes and Bayesian Inference, Adversarial Robustness in Machine Learning, Complexity and Algorithms in Graphs
Most-Cited Works
- → Learning-Based Compressive Subsampling(2016)106 cited
- → Near-Optimally Teaching the Crowd to Classify(2014)72 cited
- → Adversarially Robust Optimization with Gaussian Processes(2018)49 cited
- → Time-Varying Gaussian Process Bandit Optimization(2016)35 cited
- → Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation(2016)34 cited
- → High-Dimensional Bayesian Optimization via Additive Models with Overlapping Groups(2018)34 cited
- → DP-Sniper: Black-Box Discovery of Differential Privacy Violations using Classifiers(2021)33 cited
- → Robust Submodular Maximization: A Non-Uniform Partitioning Approach(2017)30 cited
- On Actively Teaching the Crowd to Classify(2013)