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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
35702018
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
2372012
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
1212021
A critical look at the evaluation of GNNs under heterophily: Are we really making progress?
O Platonov, D Kuznedelev, M Diskin, A Babenko, L Prokhorenkova
arXiv preprint arXiv:2302.11640, 2023
1082023
Uncertainty in gradient boosting via ensembles
A Malinin, L Prokhorenkova, A Ustimenko
arXiv preprint arXiv:2006.10562, 2020
932020
Generalized preferential attachment: tunable power-law degree distribution and clustering coefficient
L Ostroumova, A Ryabchenko, E Samosvat
Algorithms and Models for the Web Graph: 10th International Workshop, WAW …, 2013
612013
Boost then convolve: Gradient boosting meets graph neural networks
S Ivanov, L Prokhorenkova
arXiv preprint arXiv:2101.08543, 2021
602021
Graph-based nearest neighbor search: From practice to theory
L Prokhorenkova, A Shekhovtsov
International Conference on Machine Learning, 7803-7813, 2020
552020
Advances in neural information processing systems
L Prokhorenkova, G Gusev, A Vorobev, AV Dorogush, A Gulin, S Bengio, ...
Neural Information Processing Systems (NIPS), Inc, 6638-6648, 2018
532018
Community detection through likelihood optimization: in search of a sound model
L Prokhorenkova, A Tikhonov
The World Wide Web Conference, 1498-1508, 2019
432019
Modularity of Complex Networks Models.
LO Prokhorenkova, P Pralat, AM Raigorodskii
WAW, 115-126, 2016
432016
Global clustering coefficient in scale-free networks
L Ostroumova Prokhorenkova, E Samosvat
Algorithms and Models for the Web Graph: 11th International Workshop, WAW …, 2014
362014
Modularity in several random graph models
LO Prokhorenkova, P Prałat, A Raigorodskii
Electronic Notes in Discrete Mathematics 61, 947-953, 2017
302017
Local clustering coefficient in generalized preferential attachment models
A Krot, L Ostroumova Prokhorenkova
Algorithms and Models for the Web Graph: 12th International Workshop, WAW …, 2015
282015
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
282014
Good classification measures and how to find them
M Gösgens, A Zhiyanov, A Tikhonov, L Prokhorenkova
Advances in neural information processing systems 34, 17136-17147, 2021
252021
Characterizing graph datasets for node classification: Beyond homophily-heterophily dichotomy
O Platonov, D Kuznedelev, A Babenko, L Prokhorenkova
arXiv preprint arXiv:2209.06177 21, 2022
242022
SGLB: Stochastic gradient langevin boosting
A Ustimenko, L Prokhorenkova
International Conference on Machine Learning, 10487-10496, 2021
242021
PageRank in undirected random graphs
K Avrachenkov, A Kadavankandy, L Ostroumova Prokhorenkova, ...
Algorithms and Models for the Web Graph: 12th International Workshop, WAW …, 2015
212015
Systematic analysis of cluster similarity indices: How to validate validation measures
MM Gösgens, A Tikhonov, L Prokhorenkova
International Conference on Machine Learning, 3799-3808, 2021
192021
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