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Ilija Bogunovic
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My research focus is on machine learning algorithms that are theoretically well-founded, robust and practically applicable. I am particularly interested in problems in sequential decision making and topics such as bandits, Bayesian optimization, submodular optimization, and reinforcement learning.
Papers24 papers
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NIPS 2020, (2020)
AISTATS, pp.1071-1081, (2020)
AISTATS, pp.2970-2980, (2020)
AISTATS, pp.2174-2184, (2020)
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019): 13602-13611
Cited by3EIBibtex
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), (2018)
international conference on artificial intelligence and statistics, pp.298-307, (2018)
Cited by27Bibtex
AISTATS, (2018)
AISTATS, (2018): 890-899
CAMSAP, pp.1-5, (2017)
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017), (2017)
ICML, (2017)
neural information processing systems, (2017): 4560-4569
COLT, (2017)
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 29 (NIPS 2016), (2016)
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 29 (NIPS 2016), (2016)
IEEE Journal of Selected Topics in Signal Processing, no. 4 (2016): 809-822
JMLR Workshop and Conference Proceedings, (2016): 314-323
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