Wouter M. Koolen
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Follow the leader if you can, hedge if you must
S De Rooij, T Van Erven, PD Grünwald, WM Koolen
The Journal of Machine Learning Research 15 (1), 1281-1316, 2014
1582014
Hedging Structured Concepts.
WM Koolen, MK Warmuth, J Kivinen
COLT, 93-105, 2010
1122010
Second-order quantile methods for experts and combinatorial games
WM Koolen, T Van Erven
Conference on Learning Theory, 1155-1175, 2015
802015
A closer look at adaptive regret
D Adamskiy, WM Koolen, A Chernov, V Vovk
International Conference on Algorithmic Learning Theory, 290-304, 2012
592012
Universal codes from switching strategies
WM Koolen, S de Rooij
IEEE Transactions on Information Theory 59 (11), 7168-7185, 2013
58*2013
Metagrad: Multiple learning rates in online learning
T van Erven, WM Koolen
arXiv preprint arXiv:1604.08740, 2016
532016
Safe testing
P Grünwald, R de Heide, WM Koolen
2020 Information Theory and Applications Workshop (ITA), 1-54, 2020
452020
Mixture martingales revisited with applications to sequential tests and confidence intervals
E Kaufmann, W Koolen
arXiv preprint arXiv:1811.11419, 2018
452018
Monte-Carlo tree search by best arm identification
E Kaufmann, W Koolen
arXiv preprint arXiv:1706.02986, 2017
372017
Maximin action identification: A new bandit framework for games
A Garivier, E Kaufmann, WM Koolen
Conference on Learning Theory, 1028-1050, 2016
342016
Combining adversarial guarantees and stochastic fast rates in online learning
WM Koolen, P Grünwald, T van Erven
Advances in Neural Information Processing Systems 29, 4457-4465, 2016
322016
Adaptive hedge
T Erven, WM Koolen, S Rooij, P Grünwald
Advances in Neural Information Processing Systems 24, 1656-1664, 2011
322011
Putting Bayes to sleep.
WM Koolen, D Adamskiy, MK Warmuth
NIPS, 135-143, 2012
312012
Non-asymptotic pure exploration by solving games
R Degenne, WM Koolen, P Ménard
arXiv preprint arXiv:1906.10431, 2019
292019
A closer look at adaptive regret
D Adamskiy, WM Koolen, A Chernov, V Vovk
The Journal of Machine Learning Research 17 (1), 706-726, 2016
282016
Learning the learning rate for prediction with expert advice
W Koolen, T Van Erven, P Grunwald
Advances in Neural Information Processing Systems 27 (NIPS 2014), 2294-2302, 2014
272014
Pure exploration with multiple correct answers
R Degenne, WM Koolen
arXiv preprint arXiv:1902.03475, 2019
242019
Minimax Time Series Prediction.
WM Koolen, A Malek, PL Bartlett, Y Abbasi-Yadkori
NIPS, 2557-2565, 2015
232015
Sequential test for the lowest mean: From Thompson to Murphy sampling
E Kaufmann, W Koolen, A Garivier
arXiv preprint arXiv:1806.00973, 2018
202018
Minimax fixed-design linear regression
PL Bartlett, WM Koolen, A Malek, E Takimoto, MK Warmuth
Conference on Learning Theory, 226-239, 2015
202015
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Artikelen 1–20