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Liudmila Ostroumova Prokhorenkova
Liudmila Ostroumova Prokhorenkova
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Title
Cited by
Cited by
Year
CatBoost: unbiased boosting with categorical features
L Prokhorenkova, G Gusev, A Vorobev, AV Dorogush, A Gulin
Advances in neural information processing systems 31, 2018
15392018
Prediction of retweet cascade size over time
A Kupavskii, L Ostroumova, A Umnov, S Usachev, P Serdyukov, G Gusev, ...
Proceedings of the 21st ACM international conference on Information and …, 2012
2132012
Generalized preferential attachment: tunable power-law degree distribution and clustering coefficient
L Ostroumova, A Ryabchenko, E Samosvat
International Workshop on Algorithms and Models for the Web-Graph, 185-202, 2013
532013
Shifts: A dataset of real distributional shift across multiple large-scale tasks
A Malinin, N Band, G Chesnokov, Y Gal, MJF Gales, A Noskov, ...
arXiv preprint arXiv:2107.07455, 2021
402021
Uncertainty in gradient boosting via ensembles
A Malinin, L Prokhorenkova, A Ustimenko
arXiv preprint arXiv:2006.10562, 2020
392020
CatBoost: Unbiased boosting with categorical features. arXiv 2017
L Prokhorenkova, G Gusev, A Vorobev, AV Dorogush, A Gulin
arXiv preprint arXiv:1706.09516, 2017
352017
Modularity of Complex Networks Models.
LO Prokhorenkova, P Pralat, AM Raigorodskii
WAW, 115-126, 2016
322016
Global clustering coefficient in scale-free networks
L Ostroumova Prokhorenkova, E Samosvat
International Workshop on Algorithms and Models for the Web-Graph, 47-58, 2014
292014
Community detection through likelihood optimization: in search of a sound model
L Prokhorenkova, A Tikhonov
The World Wide Web Conference, 1498-1508, 2019
282019
Graph-based nearest neighbor search: From practice to theory
L Prokhorenkova, A Shekhovtsov
International Conference on Machine Learning, 7803-7813, 2020
272020
Quick detection of high-degree entities in large directed networks
K Avrachenkov, N Litvak, LO Prokhorenkova, E Suyargulova
2014 IEEE International Conference on Data Mining, 20-29, 2014
272014
Local clustering coefficient in generalized preferential attachment models
A Krot, L Ostroumova Prokhorenkova
International Workshop on Algorithms and Models for the Web-Graph, 15-28, 2015
242015
Modularity in several random graph models
LO Prokhorenkova, P Prałat, A Raigorodskii
Electronic Notes in Discrete Mathematics 61, 947-953, 2017
222017
Boost then convolve: Gradient boosting meets graph neural networks
S Ivanov, L Prokhorenkova
arXiv preprint arXiv:2101.08543, 2021
182021
PageRank in undirected random graphs
K Avrachenkov, A Kadavankandy, L Ostroumova Prokhorenkova, ...
International Workshop on Algorithms and Models for the Web-Graph, 151-163, 2015
172015
Empirical validation of the Buckley-Osthus model for the web host graph: degree and edge distributions
M Zhukovskiy, D Vinogradov, Y Pritykin, L Ostroumova, E Grechnikov, ...
Proceedings of the 21st ACM international conference on Information and …, 2012
162012
CatBoost: unbiased boosting with categorical features
L Ostroumova, G Gusev, A Vorobev, AV Dorogush, A Gulin
arXiv preprint arXiv:1706.09516, 2018
152018
Learning clusters through information diffusion
L Prokhorenkova, A Tikhonov, N Litvak
The World Wide Web Conference, 3151-3157, 2019
142019
General results on preferential attachment and clustering coefficient
L Ostroumova Prokhorenkova
Optimization Letters 11 (2), 279-298, 2017
142017
Catboost: unbiased boosting with categorical features
A Dorogush, A Gulin, G Gusev, L Ostroumova, A Vorobev
arXiv preprint arXiv:1706.09516, 2017
142017
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