Ilija Bogunovic
Ilija Bogunovic
Postdoctoral researcher, ETH Zurich
Verifierad e-postadress på inf.ethz.ch - Startsida
TitelCiteras avÅr
Near-Optimally Teaching the Crowd to Classify.
A Singla, I Bogunovic, G Bartók, A Karbasi, A Krause
ICML 1 (2), 3, 2014
702014
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
382016
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, 1507-1515, 2016
292016
Robust submodular maximization: A non-uniform partitioning approach
I Bogunovic, S Mitrović, J Scarlett, V Cevher
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
202017
Robust maximization of non-submodular objectives
I Bogunovic, J Zhao, V Cevher
arXiv preprint arXiv:1802.07073, 2018
162018
Time-Varying Gaussian Process Bandit Optimization
I Bogunovic, J Scarlett, V Cevher
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2016
162016
Streaming robust submodular maximization: A partitioned thresholding approach
S Mitrovic, I Bogunovic, A Norouzi-Fard, JM Tarnawski, V Cevher
Advances in Neural Information Processing Systems, 4557-4566, 2017
152017
On actively teaching the crowd to classify
A Singla, I Bogunovic, G Bartók, A Karbasi, A Krause
NIPS Workshop on Data Driven Education, 2013
152013
High-dimensional Bayesian optimization via additive models with overlapping groups
P Rolland, J Scarlett, I Bogunovic, V Cevher
arXiv preprint arXiv:1802.07028, 2018
142018
Lower bounds on regret for noisy Gaussian process bandit optimization
J Scarlett, I Bogunovic, V Cevher
arXiv preprint arXiv:1706.00090, 2017
102017
Adversarially robust optimization with Gaussian processes
I Bogunovic, J Scarlett, S Jegelka, V Cevher
Advances in Neural Information Processing Systems, 5760-5770, 2018
92018
Robust protection of networks against cascading phenomena
I Bogunovic
Department of Computer Science, ETH Zürich, 2012
92012
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, 4493-4501, 2016
42016
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
32017
Active learning of self-concordant like multi-index functions
I Bogunovic, V Cevher, J Haupt, J Scarlett
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
32015
Learning-based subsampling
V Cevher, LI Yen-Huan, I Bogunovic, L Baldassarre, J Scarlett, B Gözcü
US Patent App. 14/887,295, 2017
22017
No-Regret Learning in Unknown Games with Correlated Payoffs
PG Sessa, I Bogunovic, M Kamgarpour, A Krause
arXiv preprint arXiv:1909.08540, 2019
2019
Robust Adaptive Decision Making: Bayesian Optimization and Beyond
I Bogunovic
EPFL, 2019
2019
Overlapping Multi-Bandit Best Arm Identification
J Scarlett, I Bogunovic, V Cevher
The 2019 IEEE International Symposium on Information Theory (ISIT), 2019
2019
Learning-based subsampling
V Cevher, Y Li, I Bogunovic, L Baldassarre, J Scarlett, B Gözcü
2017
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Artiklar 1–20