Ilija Bogunovic

According to our database1, Ilija Bogunovic authored at least 20 papers between 2014 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
Learning to Play Sequential Games versus Unknown Opponents.
CoRR, 2020

Stochastic Linear Bandits Robust to Adversarial Attacks.
CoRR, 2020

Mixed Strategies for Robust Optimization of Unknown Objectives.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Distributionally Robust Bayesian Optimization.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Corruption-Tolerant Gaussian Process Bandit Optimization.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
No-Regret Learning in Unknown Games with Correlated Payoffs.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Overlapping Multi-Bandit Best Arm Identification.
Proceedings of the IEEE International Symposium on Information Theory, 2019

2018
Adversarially Robust Optimization with Gaussian Processes.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

High-Dimensional Bayesian Optimization via Additive Models with Overlapping Groups.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

Robust Maximization of Non-Submodular Objectives.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017
Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Robust Submodular Maximization: A Non-Uniform Partitioning Approach.
Proceedings of the 34th International Conference on Machine Learning, 2017

Lower Bounds on Regret for Noisy Gaussian Process Bandit Optimization.
Proceedings of the 30th Conference on Learning Theory, 2017

A distributed algorithm for partitioned robust submodular maximization.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016
Learning-Based Compressive Subsampling.
IEEE J. Sel. Top. Signal Process., 2016

An Efficient Streaming Algorithm for the Submodular Cover Problem.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Time-Varying Gaussian Process Bandit Optimization.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015
Active learning of self-concordant like multi-index functions.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Near-Optimally Teaching the Crowd to Classify.
Proceedings of the 31th International Conference on Machine Learning, 2014


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