Ilija Bogunovic (2019)

Research Interests:

Machine learning algorithms

Biography

Since 2014, I am a doctoral assistant at EPFL, supervised by Prof. Volkan Cevher and cosupervised by Prof. Jarvis Haupt. I received my B.S. degree in electrical and computer engineering from the University of Novi Sad and M.S. degree in computer science from ETH Zurich. Ilija was a PhD student at LIONS from September 2014 to December 2018. His PhD theses entitled Robust Adaptive Decision Making: Bayesian Optimization and Beyond was supervised by Professor Cevher and co-advised by Professor Haupt (University of Minnesota).

Publications (most recent)

Online Submodular Resource Allocation with Applications to Rebalancing Shared Mobility Systems

P. G. Sessa; I. Bogunovic; A. Krause; M. Kamgarpour

2021-07-01. International Conference on Machine Learning, 2021-07-01. p. 9455-9464.

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Mixed Strategies for Robust Optimization of Unknown Objectives

P. G. Sessa; I. Bogunovic; M. Kamgarpour; A. Krause

2020-06-03. International Conference on Artificial Intelligence and Statistics, 2020-06-03. p. 2970-2980.

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Contextual Games: Multi-Agent Learning with Side Information

P. G. Sessa; I. Bogunovic; A. Krause; M. Kamgarpour

2020. 2020. p. 21912–21922.

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Learning to Play Sequential Games versus Unknown Opponents

P. G. Sessa; I. Bogunovic; M. Kamgarpour; A. Krause

2020. 2020. p. 8971–8981.

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No-Regret Learning in Unknown Games with Correlated Payoffs

P. G. Sessa; I. Bogunovic; M. Kamgarpour; A. Krause

2019. Advances in Neural Information Processing System, Vancouver, 2019.

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