The weak aggregating algorithm and weak mixability Y Kalnishkan, MV Vyugin Journal of Computer and System Sciences 74 (8), 1228-1244, 2008 | 51 | 2008 |
An identity for kernel ridge regression F Zhdanov, Y Kalnishkan Theoretical Computer Science 473, 157-178, 2013 | 37 | 2013 |
On-line prediction with kernels and the complexity approximation principle A Gammerman, Y Kalnishkan, V Vovk arXiv preprint arXiv:1207.4113, 2012 | 27 | 2012 |
Supermartingales in prediction with expert advice A Chernov, Y Kalnishkan, F Zhdanov, V Vovk Theoretical Computer Science 411 (29-30), 2647-2669, 2010 | 25 | 2010 |
The weak aggregating algorithm and weak mixability Y Kalnishkan, MV Vyugin International Conference on Computational Learning Theory, 188-203, 2005 | 20 | 2005 |
Aggregating algorithm for prediction of packs D Adamskiy, A Bellotti, R Dzhamtyrova, Y Kalnishkan Machine Learning 108, 1231-1260, 2019 | 16 | 2019 |
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 | 15 | 2018 |
Online regression competitive with changing predictors S Busuttil, Y Kalnishkan International Conference on Algorithmic Learning Theory, 181-195, 2007 | 15 | 2007 |
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 | 14 | 2015 |
Loss functions, complexities, and the Legendre transformation Y Kalnishkan, V Vovk, MV Vyugin Theoretical Computer Science 313 (2), 195-207, 2004 | 14 | 2004 |
Aggregation algorithm vs. average for time series prediction W Jamil, Y Kalnishkan, A Bouchachia | 13 | 2016 |
Prediction with expert advice for a finite number of experts: A practical introduction Y Kalnishkan Pattern Recognition 126, 108557, 2022 | 12 | 2022 |
Weighted kernel regression for predicting changing dependencies S Busuttil, Y Kalnishkan Machine Learning: ECML 2007: 18th European Conference on Machine Learning …, 2007 | 12 | 2007 |
Mixability and the existence of weak complexities Y Kalnishkan, MV Vyugin International Conference on Computational Learning Theory, 105-120, 2002 | 12 | 2002 |
Segmentation of electronic dance music T Scarfe, W Koolen, Y Kalnishkan International Journal of Engineering Intelligent Systems for Electrical …, 2014 | 11 | 2014 |
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 | 11 | 2004 |
On the absence of predictive complexity for some games Y Kalnishkan, MV Vyugin Algorithmic Learning Theory: 13th International Conference, ALT 2002 Lübeck …, 2002 | 8 | 2002 |
Universal algorithms for multinomial logistic regression under Kullback–Leibler game R Dzhamtyrova, Y Kalnishkan Neurocomputing 397, 369-380, 2020 | 7 | 2020 |
Learning style models and teaching of computer science Y Kalnishkan Accessed: Oct 6, 2019, 2005 | 7 | 2005 |
Supermartingales in prediction with expert advice A Chernov, Y Kalnishkan, F Zhdanov, V Vovk Algorithmic Learning Theory: 19th International Conference, ALT 2008 …, 2008 | 6 | 2008 |