Ilija Bogunovic
Ilija Bogunovic
Postdoctoral researcher, ETH Zurich
Verified email at inf.ethz.ch - Homepage
Title
Cited by
Cited by
Year
Near-optimally teaching the crowd to classify
A Singla, I Bogunovic, G Bartók, A Karbasi, A Krause
International Conference on Machine Learning, 154-162, 2014
1142014
Learning-based compressive subsampling
L Baldassarre, YH Li, J Scarlett, B Gözcü, I Bogunovic, V Cevher
IEEE Journal of Selected Topics in Signal Processing 10 (4), 809-822, 2016
622016
Adversarially robust optimization with gaussian processes
I Bogunovic, J Scarlett, S Jegelka, V Cevher
arXiv preprint arXiv:1810.10775, 2018
602018
Truncated variance reduction: A unified approach to bayesian optimization and level-set estimation
I Bogunovic, J Scarlett, A Krause, V Cevher
Advances in neural information processing systems 29, 1507-1515, 2016
562016
Time-Varying Gaussian Process Bandit Optimization
I Bogunovic, J Scarlett, V Cevher
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2016
482016
High-dimensional Bayesian optimization via additive models with overlapping groups
P Rolland, J Scarlett, I Bogunovic, V Cevher
International conference on artificial intelligence and statistics, 298-307, 2018
462018
Lower bounds on regret for noisy gaussian process bandit optimization
J Scarlett, I Bogunovic, V Cevher
Conference on Learning Theory, 1723-1742, 2017
382017
Streaming robust submodular maximization: A partitioned thresholding approach
S Mitrović, I Bogunovic, A Norouzi-Fard, J Tarnawski, V Cevher
arXiv preprint arXiv:1711.02598, 2017
342017
Robust maximization of non-submodular objectives
I Bogunovic, J Zhao, V Cevher
International Conference on Artificial Intelligence and Statistics, 890-899, 2018
332018
Robust submodular maximization: A non-uniform partitioning approach
I Bogunovic, S Mitrović, J Scarlett, V Cevher
International Conference on Machine Learning, 508-516, 2017
332017
Corruption-tolerant Gaussian process bandit optimization
I Bogunovic, A Krause, J Scarlett
International Conference on Artificial Intelligence and Statistics, 1071-1081, 2020
242020
Distributionally robust Bayesian optimization
J Kirschner, I Bogunovic, S Jegelka, A Krause
International Conference on Artificial Intelligence and Statistics, 2174-2184, 2020
242020
On actively teaching the crowd to classify
A Singla, I Bogunovic, G Bartók, A Karbasi, A Krause
NIPS Workshop on Data Driven Education, 2013
232013
Stochastic linear bandits robust to adversarial attacks
I Bogunovic, A Losalka, A Krause, J Scarlett
International Conference on Artificial Intelligence and Statistics, 991-999, 2021
172021
Robust protection of networks against cascading phenomena
I Bogunovic
Department of Computer Science, ETH Zürich, 2012
132012
No-regret learning in unknown games with correlated payoffs
PG Sessa, I Bogunovic, M Kamgarpour, A Krause
Advances in Neural Information Processing Systems 32, 13624-13633, 2019
112019
An efficient streaming algorithm for the submodular cover problem
A Norouzi-Fard, A Bazzi, I Bogunovic, M El Halabi, YP Hsieh, V Cevher
Advances in Neural Information Processing Systems 29, 4493-4501, 2016
72016
A distributed algorithm for partitioned robust submodular maximization
I Bogunovic, S Mitrović, J Scarlett, V Cevher
2017 IEEE 7th International Workshop on Computational Advances in Multi …, 2017
62017
Overlapping multi-bandit best arm identification
J Scarlett, I Bogunovic, V Cevher
2019 IEEE International Symposium on Information Theory (ISIT), 2544-2548, 2019
52019
Learning to Play Sequential Games versus Unknown Opponents
PG Sessa, I Bogunovic, M Kamgarpour, A Krause
arXiv preprint arXiv:2007.05271, 2020
42020
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