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Yuri Kalnishkan
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The weak aggregating algorithm and weak mixability
Y Kalnishkan, MV Vyugin
Journal of Computer and System Sciences 74 (8), 1228-1244, 2008
492008
An identity for kernel ridge regression
F Zhdanov, Y Kalnishkan
Theoretical Computer Science 473, 157-178, 2013
282013
On-line prediction with kernels and the complexity approximation principle
A Gammerman, Y Kalnishkan, V Vovk
arXiv preprint arXiv:1207.4113, 2012
272012
Supermartingales in prediction with expert advice
A Chernov, Y Kalnishkan, F Zhdanov, V Vovk
Theoretical Computer Science 411 (29-30), 2647-2669, 2010
242010
The weak aggregating algorithm and weak mixability
Y Kalnishkan, MV Vyugin
International Conference on Computational Learning Theory, 188-203, 2005
202005
Online regression competitive with changing predictors
S Busuttil, Y Kalnishkan
International Conference on Algorithmic Learning Theory, 181-195, 2007
152007
Aggregating algorithm for prediction of packs
D Adamskiy, A Bellotti, R Dzhamtyrova, Y Kalnishkan
Machine Learning 108, 1231-1260, 2019
142019
Robustness against unknown noise for raw data fusing neural networks
M Bijelic, C Muench, W Ritter, Y Kalnishkan, K Dietmayer
2018 21st International Conference on Intelligent Transportation Systems …, 2018
142018
Specialist experts for prediction with side information
Y Kalnishkan, D Adamskiy, A Chernov, T Scarfe
2015 IEEE international conference on data mining workshop (ICDMW), 1470-1477, 2015
142015
Loss functions, complexities, and the Legendre transformation
Y Kalnishkan, V Vovk, MV Vyugin
Theoretical Computer Science 313 (2), 195-207, 2004
142004
Weighted kernel regression for predicting changing dependencies
S Busuttil, Y Kalnishkan
Machine Learning: ECML 2007: 18th European Conference on Machine Learning …, 2007
122007
Mixability and the existence of weak complexities
Y Kalnishkan, MV Vyugin
International Conference on Computational Learning Theory, 105-120, 2002
122002
Segmentation of electronic dance music
T Scarfe, W Koolen, Y Kalnishkan
International Journal of Engineering Intelligent Systems for Electrical …, 2014
112014
A criterion for the existence of predictive complexity for binary games
Y Kalnishkan, V Vovk, MV Vyugin
Algorithmic Learning Theory: 15th International Conference, ALT 2004, Padova …, 2004
112004
Aggregation algorithm vs. average for time series prediction
W Jamil, Y Kalnishkan, A Bouchachia
102016
Prediction with expert advice for a finite number of experts: A practical introduction
Y Kalnishkan
Pattern Recognition 126, 108557, 2022
92022
On the absence of predictive complexity for some games
Y Kalnishkan, MV Vyugin
Algorithmic Learning Theory: 13th International Conference, ALT 2002 Lübeck …, 2002
82002
Learning style models and teaching of computer science
Y Kalnishkan
Accessed: Oct 6, 2019, 2005
72005
Supermartingales in prediction with expert advice
A Chernov, Y Kalnishkan, F Zhdanov, V Vovk
Algorithmic Learning Theory: 19th International Conference, ALT 2008 …, 2008
62008
How many strings are easy to predict?
Y Kalnishkan, V Vovk, MV Vyugin
Information and Computation 201 (1), 55-71, 2005
62005
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Articles 1–20