| The weak aggregating algorithm and weak mixability Y Kalnishkan, MV Vyugin Journal of Computer and System Sciences 74 (8), 1228-1244, 2008 | 41 | 2008 |
| An identity for kernel ridge regression F Zhdanov, Y Kalnishkan Theoretical Computer Science 473, 157-178, 2013 | 26 | 2013 |
| On-line prediction with kernels and the complexity approximation principle A Gammerman, Y Kalnishkan, V Vovk arXiv preprint arXiv:1207.4113, 2012 | 26 | 2012 |
| Supermartingales in prediction with expert advice A Chernov, Y Kalnishkan, F Zhdanov, V Vovk Theoretical Computer Science 411 (29-30), 2647-2669, 2010 | 23 | 2010 |
| The weak aggregating algorithm and weak mixability Y Kalnishkan, MV Vyugin Learning Theory: 18th Annual Conference on Learning Theory, COLT 2005 …, 2005 | 20 | 2005 |
| Online regression competitive with changing predictors S Busuttil, Y Kalnishkan Algorithmic Learning Theory: 18th International Conference, ALT 2007, Sendai …, 2007 | 15 | 2007 |
| Loss functions, complexities, and the Legendre transformation Y Kalnishkan, V Vovk, MV Vyugin Theoretical Computer Science 313 (2), 195-207, 2004 | 15 | 2004 |
| Aggregating algorithm for prediction of packs D Adamskiy, A Bellotti, R Dzhamtyrova, Y Kalnishkan Machine Learning 108, 1231-1260, 2019 | 13 | 2019 |
| 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 | 12 | 2015 |
| Weighted kernel regression for predicting changing dependencies S Busuttil, Y Kalnishkan Machine Learning: ECML 2007: 18th European Conference on Machine Learning …, 2007 | 12 | 2007 |
| Segmentation of electronic dance music T Scarfe, W Koolen, Y Kalnishkan International Journal of Engineering Intelligent Systems for Electrical …, 2014 | 11 | 2014 |
| Aggregation algorithm vs. average for time series prediction W Jamil, Y Kalnishkan, A Bouchachia | 10 | 2016 |
| Mixability and the existence of weak complexities Y Kalnishkan, MV Vyugin Computational Learning Theory: 15th Annual Conference on Computational …, 2002 | 10 | 2002 |
| 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 | 9 | 2018 |
| Learning style models and teaching of computer science Y Kalnishkan Accessed: Oct 6, 2019, 2005 | 7 | 2005 |
| 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 | 7 | 2004 |
| 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 |
| General linear relations between different types of predictive complexity Y Kalnishkan Theoretical Computer Science 271 (1-2), 181-200, 2002 | 6 | 2002 |
| On the absence of predictive complexity for some games Y Kalnishkan, MV Vyugin Algorithmic Learning Theory: 13th International Conference, ALT 2002 Lübeck …, 2002 | 6 | 2002 |
| General linear relations among different types of predictive complexity Y Kalnishkan Algorithmic Learning Theory: 10th International Conference, ALT’99 Tokyo …, 1999 | 6 | 1999 |
Vladimir VovkDepartment of Computer Science, Royal Holloway, University of LondonVerified email at rhul.ac.uk
