关注
Ilija Bogunovic
Ilija Bogunovic
Assistant professor, UCL
在 ucl.ac.uk 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
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
1472014
Adversarially robust optimization with Gaussian processes
I Bogunovic, J Scarlett, S Jegelka, V Cevher
Advances in neural information processing systems 31, 2018
1392018
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
1082018
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
972016
Time-Varying Gaussian Process Bandit Optimization
I Bogunovic, J Scarlett, V Cevher
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2016
952016
Distributionally robust Bayesian optimization
J Kirschner, I Bogunovic, S Jegelka, A Krause
International Conference on Artificial Intelligence and Statistics, 2174-2184, 2020
902020
Lower bounds on regret for noisy gaussian process bandit optimization
J Scarlett, I Bogunovic, V Cevher
Conference on Learning Theory, 1723-1742, 2017
902017
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, 2016
852016
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
672021
Robust submodular maximization: A non-uniform partitioning approach
I Bogunovic, S Mitrović, J Scarlett, V Cevher
International Conference on Machine Learning, 508-516, 2017
672017
Corruption-tolerant gaussian process bandit optimization
I Bogunovic, A Krause, J Scarlett
International Conference on Artificial Intelligence and Statistics, 1071-1081, 2020
552020
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 30, 2017
542017
Robust maximization of non-submodular objectives
I Bogunovic, J Zhao, V Cevher
International Conference on Artificial Intelligence and Statistics, 890-899, 2018
492018
No-regret learning in unknown games with correlated payoffs
PG Sessa, I Bogunovic, M Kamgarpour, A Krause
Advances in Neural Information Processing Systems 32, 2019
412019
Misspecified gaussian process bandit optimization
I Bogunovic, A Krause
Advances in Neural Information Processing Systems 34, 3004-3015, 2021
402021
Efficient model-based multi-agent mean-field reinforcement learning
B Pasztor, I Bogunovic, A Krause
arXiv preprint arXiv:2107.04050, 2021
362021
Risk-averse heteroscedastic bayesian optimization
A Makarova, I Usmanova, I Bogunovic, A Krause
Advances in Neural Information Processing Systems 34, 17235-17245, 2021
322021
DP-Sniper: Black-Box Discovery of Differential Privacy Violations using Classifiers
B Bichsel, S Steffen, I Bogunovic, M Vechev
302021
On actively teaching the crowd to classify
A Singla, I Bogunovic, G Bartok, A Karbasi, A Krause
NIPS Workshop on Data Driven Education, 2013
302013
Learning to play sequential games versus unknown opponents
PG Sessa, I Bogunovic, M Kamgarpour, A Krause
Advances in neural information processing systems 33, 8971-8981, 2020
232020
系统目前无法执行此操作,请稍后再试。
文章 1–20