Maxim Panov

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Kirill FedyaninTIIDirección de correo verificada de tii.ae
Artem ShelmanovMBZUAIDirección de correo verificada de mbzuai.ac.ae
Alexander PanchenkoAssociate Professor for NLP at Skoltech, AIRIDirección de correo verificada de skol.tech
Nikita KotelevskiiSkolkovo Institute of Science and TechnologyDirección de correo verificada de skoltech.ru
Evgenii TsymbalovApptekDirección de correo verificada de apptek.com
Eric MoulinesProfesseur, Ecole Polytechnique, Membre de l'Académie des SciencesDirección de correo verificada de polytechnique.edu
Artem VazhentsevPhD student at Skoltech, Researcher at AIRIDirección de correo verificada de airi.net
Akim TsvigunSenior ML Architect @ Nebius AIDirección de correo verificada de airi.net
Evgeny BurnaevSkoltech, Full Professor, Head of Applied AI center, Head of research group, AIRIDirección de correo verificada de skoltech.ru
Alexander FishkovSkolkovo Institute of Science and TechnologyDirección de correo verificada de skoltech.ru
Achille ThinAgroParisTechDirección de correo verificada de polytechnique.edu
Yury YanovichSkolkovo Institute of Science and TechnologyDirección de correo verificada de skoltech.ru
Timothy BaldwinMBZUAI and The University of MelbourneDirección de correo verificada de unimelb.edu.au
Alain DurmusEcole polytechniqueDirección de correo verificada de polytechnique.edu
Alexey ZaytsevAssistant professor, SkoltechDirección de correo verificada de skoltech.ru
Vladimir SpokoinyProfessor for Statistics, Humboldt University und WIAS BerlinDirección de correo verificada de wias-berlin.de
Mikhail Burtsev, Михаил БурцевLondon Institute for Mathematical Sciences, Royal InstitutionDirección de correo verificada de lims.ac.uk
Aleksandr RubashevskiiMohamed bin Zayed University of Artificial IntelligenceDirección de correo verificada de mbzuai.ac.ae
Fedor NoskovHSE UniversityDirección de correo verificada de hse.ru
Valentina ShumovskaiaPhD, EPFLDirección de correo verificada de epfl.ch

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Maxim Panov

Assistant Professor at Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)

Dirección de correo verificada de mbzuai.ac.ae

Machine Learning Statistics


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Automatic Bitcoin Address Clustering D Ermilov, M Panov, Y Yanovich IEEE International Conference on Machine Learning and Applications (ICMLA …, 2017	188	2017
Dropout-based active learning for regression E Tsymbalov, M Panov, A Shapeev Analysis of Images, Social Networks and Texts: 7th International Conference …, 2018	75	2018
Gtapprox: Surrogate modeling for industrial design M Belyaev, E Burnaev, E Kapushev, M Panov, P Prikhodko, D Vetrov, ... Advances in Engineering Software 102, 29-39, 2016	71	2016
Adaptive design of experiments based on gaussian processes E Burnaev, M Panov International Symposium on Statistical Learning and Data Sciences, 116-125, 2015	62	2015
Finite sample Bernstein–von Mises theorem for semiparametric problems M Panov, V Spokoiny Bayesian Analysis 10 (3), 665-710, 2015	60	2015
How Certain is Your Transformer? A Shelmanov, E Tsymbalov, D Puzyrev, K Fedyanin, A Panchenko, ... EACL 2021, 2021	50	2021
Uncertainty estimation of transformer predictions for misclassification detection A Vazhentsev, G Kuzmin, A Shelmanov, A Tsvigun, E Tsymbalov, ... Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022	46	2022
Monte Carlo variational auto-encoders A Thin, N Kotelevskii, A Doucet, A Durmus, E Moulines, M Panov International Conference on Machine Learning, 10247-10257, 2021	44	2021
Regression on the basis of nonstationary Gaussian processes with Bayesian regularization EV Burnaev, ME Panov, AA Zaytsev Journal of Communications Technology and Electronics 61 (6), 661-671, 2016	44*	2016
Tensor-train density estimation GS Novikov, ME Panov, IV Oseledets Uncertainty in artificial intelligence, 1321-1331, 2021	42	2021
LM-Polygraph: Uncertainty Estimation for Language Models E Fadeeva, R Vashurin, A Tsvigun, A Vazhentsev, S Petrakov, K Fedyanin, ... EMNLP 2023, 446–461, 2023	38	2023
Linking bank clients using graph neural networks powered by rich transactional data V Shumovskaia, K Fedyanin, I Sukharev, D Berestnev, M Panov International Journal of Data Science and Analytics 12 (2), 135-145, 2021	34*	2021
Deeper Connections between Neural Networks and Gaussian Processes Speed-up Active Learning E Tsymbalov, S Makarychev, A Shapeev, M Panov International Joint Conference on Artificial Intelligence (IJCAI-19), 2019	31	2019
Nonparametric Uncertainty Quantification for Single Deterministic Neural Network NY Kotelevskii, A Artemenkov, K Fedyanin, F Noskov, A Fishkov, ... Advances in Neural Information Processing Systems, 2022	30*	2022
Fact-checking the output of large language models via token-level uncertainty quantification E Fadeeva, A Rubashevskii, A Shelmanov, S Petrakov, H Li, H Mubarak, ... Findings of the Association for Computational Linguistics: ACL 2024, 9367–9385, 2024	29	2024
Data-driven body-machine interface for drone intuitive control through voice and gestures A Menshchikov, D Ermilov, I Dranitsky, L Kupchenko, M Panov, ... IECON 2019-45th Annual Conference of the IEEE Industrial Electronics Society …, 2019	26	2019
Consistent Estimation of Mixed Memberships with Successive Projections M Panov, K Slavnov, R Ushakov International Workshop on Complex Networks and their Applications, 53-64, 2017	25	2017
Accuracy of Gaussian approximation for high-dimensional posterior distributions V SPOKOINY, M PANOV and Probability 31 (2), 866, 2025	22*	2025
Active learning for abstractive text summarization A Tsvigun, I Lysenko, D Sedashov, I Lazichny, E Damirov, V Karlov, ... Findings of the Association for Computational Linguistics: EMNLP 2022, 5128-5152, 2022	22	2022
Lipid alteration signature in the blood plasma of individuals with schizophrenia, depression, and bipolar disorder A Tkachev, E Stekolshchikova, A Vanyushkina, H Zhang, A Morozova, ... JAMA psychiatry 80 (3), 250-259, 2023	21	2023

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