Подписаться
Maxim Panov
Maxim Panov
Assistant Professor at Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Подтвержден адрес электронной почты в домене mbzuai.ac.ae
Название
Процитировано
Процитировано
Год
Automatic Bitcoin Address Clustering
D Ermilov, M Panov, Y Yanovich
IEEE International Conference on Machine Learning and Applications (ICMLA …, 2017
1842017
Dropout-based active learning for regression
E Tsymbalov, M Panov, A Shapeev
Analysis of Images, Social Networks and Texts: 7th International Conference …, 2018
702018
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
702016
Adaptive design of experiments based on gaussian processes
E Burnaev, M Panov
International Symposium on Statistical Learning and Data Sciences, 116-125, 2015
612015
Finite sample Bernstein–von Mises theorem for semiparametric problems
M Panov, V Spokoiny
Bayesian Analysis 10 (3), 665-710, 2015
582015
How Certain is Your Transformer?
A Shelmanov, E Tsymbalov, D Puzyrev, K Fedyanin, A Panchenko, ...
EACL 2021, 2021
502021
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
442022
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
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
432021
Tensor-train density estimation
GS Novikov, ME Panov, IV Oseledets
Uncertainty in artificial intelligence, 1321-1331, 2021
392021
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
302019
LM-Polygraph: Uncertainty Estimation for Language Models
E Fadeeva, R Vashurin, A Tsvigun, A Vazhentsev, S Petrakov, K Fedyanin, ...
EMNLP 2023, 446–461, 2023
282023
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
27*2022
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
262021
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
262019
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
252017
Accuracy of Gaussian approximation for highdimensional posterior distributions
V Spokoiny, M Panov
Bernoulli. in print, 2021
22*2021
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
202022
Geometry-Aware Maximum Likelihood Estimation of Intrinsic Dimension
M Gomtsyan, N Mokrov, M Panov, Y Yanovich
Asian Conference on Machine Learning, PMLR 101, 1126-1141, 2019
192019
NCVis: noise contrastive approach for scalable visualization
A Artemenkov, M Panov
Proceedings of The Web Conference 2020, 2941-2947, 2020
182020
В данный момент система не может выполнить эту операцию. Повторите попытку позднее.
Статьи 1–20