Seguir
Maxim Panov
Maxim Panov
Assistant Professor at Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Dirección de correo verificada de mbzuai.ac.ae
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
1682017
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
692016
Dropout-based active learning for regression
E Tsymbalov, M Panov, A Shapeev
Analysis of Images, Social Networks and Texts: 7th International Conference …, 2018
632018
Adaptive design of experiments based on gaussian processes
E Burnaev, M Panov
International Symposium on Statistical Learning and Data Sciences, 116-125, 2015
592015
Finite sample Bernstein–von Mises theorem for semiparametric problems
M Panov, V Spokoiny
Bayesian Analysis 10 (3), 665-710, 2015
522015
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
43*2016
How Certain is Your Transformer?
A Shelmanov, E Tsymbalov, D Puzyrev, K Fedyanin, A Panchenko, ...
EACL 2021, 2021
392021
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
362021
Tensor-train density estimation
GS Novikov, ME Panov, IV Oseledets
Uncertainty in artificial intelligence, 1321-1331, 2021
282021
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
272019
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
252022
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
232017
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
222021
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
212019
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
15*2022
Inductive matrix completion with feature selection
M Burkina, I Nazarov, M Panov, G Fedonin, B Shirokikh
Computational Mathematics and Mathematical Physics 61 (5), 719-732, 2021
15*2021
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
152019
NCVis: noise contrastive approach for scalable visualization
A Artemenkov, M Panov
Proceedings of The Web Conference 2020, 2941-2947, 2020
142020
MetFlow: a new efficient method for bridging the gap between Markov chain Monte Carlo and variational inference
A Thin, N Kotelevskii, JS Denain, L Grinsztajn, A Durmus, M Panov, ...
arXiv preprint arXiv:2002.12253, 2020
142020
Accuracy of Gaussian approximation in nonparametric Bernstein--von Mises Theorem
V Spokoiny, M Panov
arXiv preprint arXiv:1910.06028, 2019
142019
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20