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Fedor Zhdanov
Fedor Zhdanov
Machine Learning Scientist
Verified email at rhul.ac.uk
Title
Cited by
Cited by
Year
Prediction with expert advice for the Brier game.
V Vovk, F Zhdanov
Journal of Machine Learning Research 10 (11), 2009
692009
Diverse mini-batch active learning
F Zhdanov
arXiv preprint arXiv:1901.05954, 2019
662019
Rethinking zero-shot video classification: End-to-end training for realistic applications
B Brattoli, J Tighe, F Zhdanov, P Perona, K Chalupka
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
622020
Prediction with expert advice under discounted loss
A Chernov, F Zhdanov
International Conference on Algorithmic Learning Theory, 255-269, 2010
332010
An identity for kernel ridge regression
F Zhdanov, Y Kalnishkan
International Conference on Algorithmic Learning Theory, 405-419, 2010
252010
Supermartingales in prediction with expert advice
A Chernov, Y Kalnishkan, F Zhdanov, V Vovk
Theoretical Computer Science 411 (29-30), 2647-2669, 2010
212010
Analyses of ITER operation mode using the support vector machine technique for plasma discharge classification
AA Lukianitsa, FM Zhdanov, FS Zaitsev
Plasma Physics and Controlled Fusion 50 (6), 065013, 2008
152008
Competitive online generalized linear regression under square loss
F Zhdanov, V Vovk
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010
102010
Competing with Gaussian linear experts
F Zhdanov, V Vovk
arXiv preprint arXiv:0910.4683, 2009
72009
Theory and applications of competitive prediction
F Zhdanov
Royal Holloway, University of London, 2011
62011
Supermartingales in prediction with expert advice
A Chernov, Y Kalnishkan, F Zhdanov, V Vovk
International Conference on Algorithmic Learning Theory, 199-213, 2008
62008
Linear probability forecasting
F Zhdanov, Y Kalnishkan
IFIP International Conference on Artificial Intelligence Applications and …, 2010
42010
Online prediction of ovarian cancer
F Zhdanov, V Vovk, B Burford, D Devetyarov, I Nouretdinov, ...
Conference on Artificial Intelligence in Medicine in Europe, 375-379, 2009
42009
Cluster-based demand forecasting procedure
F Zhdanov, KEJ Torkkola
US Patent 10,489,802, 2019
32019
Aggregating Algorithm competing with Banach lattices
F Zhdanov, A Chernov, Y Kalnishkan
arXiv preprint arXiv:1002.0709, 2010
32010
Exploiting invariance in training deep neural networks
C Ye, X Zhou, T McKinney, Y Liu, Q Zhou, F Zhdanov
Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8849-8856, 2022
22022
Active learning loop-based data labeling service
F Zhdanov, S Joshi, S Srivastava, R Sharma, P Perona, S Chejerla
US Patent 11,048,979, 2021
22021
Universal algorithms for probability forecasting
F Zhdanov, Y Kalnishkan
International Journal on Artificial Intelligence Tools 21 (04), 1240015, 2012
22012
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Articles 1–18