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Joon Kwon
Joon Kwon
INRAE
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A continuous-time approach to online optimization
J Kwon, P Mertikopoulos
Journal of Dynamics and Games 4 (2), 125–148, 2017
562017
Gains and losses are fundamentally different in regret minimization: The sparse case
J Kwon, V Perchet
The Journal of Machine Learning Research 17 (1), 8106-8137, 2016
252016
Unifying mirror descent and dual averaging
A Juditsky, J Kwon, É Moulines
Mathematical Programming 199 (1-2), 793-830, 2023
242023
Sparse Stochastic Bandits
J Kwon, V Perchet, C Vernade
Proceedings of Machine Learning Research (COLT 2017) 65, 1269–1270, 2017
152017
Online Learning and Blackwell Approachability with Partial Monitoring: Optimal Convergence Rates
J Kwon, V Perchet
Proceedings of Machine Learning Research (AISTATS 2017) 54, 604-613, 2017
132017
Refined approachability algorithms and application to regret minimization with global costs
J Kwon
The Journal of Machine Learning Research 22 (1), 9091-9128, 2021
42021
A MOM-based ensemble method for robustness, subsampling and hyperparameter tuning
J Kwon, G Lecué, M Lerasle
3*2021
Mirror descent strategies for regret minimization and approachability
J Kwon
Université Pierre-et-Marie-Curie, 2016
32016
Blackwell's Approachability with Time-Dependent Outcome Functions and Dot Products. Application to the Big Match
J Kwon, B Ziliotto
arXiv preprint arXiv:2303.04956, 2023
12023
A universal bound on the variations of bounded convex functions
J Kwon
Journal of Convex Analysis 24 (1), 67--73, 2017
12017
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