Wouter M. Koolen
Titel
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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
1282014
Hedging Structured Concepts.
WM Koolen, MK Warmuth, J Kivinen
COLT, 93-105, 2010
1042010
Second-order quantile methods for experts and combinatorial games
WM Koolen, T Van Erven
Conference on Learning Theory, 1155-1175, 2015
662015
A closer look at adaptive regret
D Adamskiy, WM Koolen, A Chernov, V Vovk
International Conference on Algorithmic Learning Theory, 290-304, 2012
562012
Universal codes from switching strategies
WM Koolen, S de Rooij
IEEE Transactions on Information Theory 59 (11), 7168-7185, 2013
54*2013
Metagrad: Multiple learning rates in online learning
T van Erven, WM Koolen
Advances in Neural Information Processing Systems, 3666-3674, 2016
442016
Adaptive hedge
T Erven, WM Koolen, S Rooij, P Grünwald
Advances in Neural Information Processing Systems 24, 1656-1664, 2011
372011
Maximin action identification: A new bandit framework for games
A Garivier, E Kaufmann, WM Koolen
Conference on Learning Theory, 1028-1050, 2016
302016
Monte-Carlo tree search by best arm identification
E Kaufmann, WM Koolen
Advances in Neural Information Processing Systems 30, 4897-4906, 2017
292017
Putting Bayes to sleep.
WM Koolen, D Adamskiy, MK Warmuth
NIPS, 135-143, 2012
292012
Mixture martingales revisited with applications to sequential tests and confidence intervals
E Kaufmann, W Koolen
arXiv preprint arXiv:1811.11419, 2018
282018
Combining adversarial guarantees and stochastic fast rates in online learning
WM Koolen, P Grünwald, T van Erven
Advances in Neural Information Processing Systems, 4457-4465, 2016
232016
Learning the learning rate for prediction with expert advice
WM Koolen, T Van Erven, P Grünwald
Advances in neural information processing systems, 2294-2302, 2014
232014
Minimax time series prediction
WM Koolen, A Malek, PL Bartlett, Y Abbasi Yadkori
Advances in Neural Information Processing Systems 28, 2557-2565, 2015
192015
Safe testing
P Grünwald, R de Heide, WM Koolen
2020 Information Theory and Applications Workshop (ITA), 1-54, 2020
182020
Minimax fixed-design linear regression
PL Bartlett, WM Koolen, A Malek, E Takimoto, MK Warmuth
Conference on Learning Theory, 226-239, 2015
172015
Non-asymptotic pure exploration by solving games
R Degenne, WM Koolen, P Ménard
Advances in Neural Information Processing Systems, 14492-14501, 2019
162019
The Pareto regret frontier
WM Koolen
Advances in Neural Information Processing Systems, 863-871, 2013
162013
Putting Bayes to sleep
D Adamskiy, MKK Warmuth, WM Koolen
Advances in neural information processing systems, 135-143, 2012
162012
Pure exploration with multiple correct answers
R Degenne, WM Koolen
Advances in Neural Information Processing Systems, 14591-14600, 2019
142019
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Artikelen 1–20