| How certain is your Transformer? A Shelmanov, E Tsymbalov, D Puzyrev, K Fedyanin, A Panchenko, ... Proceedings of the 16th Conference of the European Chapter of the …, 2021 | 43 | 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 | 30 | 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 | 30* | 2021 |
| Nonparametric uncertainty quantification for single deterministic neural network N Kotelevskii, A Artemenkov, K Fedyanin, F Noskov, A Fishkov, ... Advances in Neural Information Processing Systems 35, 36308-36323, 2022 | 19* | 2022 |
| Dropout strikes back: Improved uncertainty estimation via diversity sampled implicit ensembles E Tsymbalov, K Fedyanin, M Panov International Conference on Analysis of Images, Social Networks and Texts, AIST, 2021 | 13* | 2021 |
| LM-polygraph: Uncertainty estimation for language models E Fadeeva, R Vashurin, A Tsvigun, A Vazhentsev, S Petrakov, K Fedyanin, ... arXiv preprint arXiv:2311.07383, 2023 | 11 | 2023 |
| Ews-gcn: Edge weight-shared graph convolutional network for transactional banking data I Sukharev, V Shumovskaia, K Fedyanin, M Panov, D Berestnev 2020 IEEE International Conference on Data Mining (ICDM), 1268-1273, 2020 | 8 | 2020 |
| Scaleface: Uncertainty-aware deep metric learning R Kail, K Fedyanin, N Muravev, A Zaytsev, M Panov 2023 IEEE 10th International Conference on Data Science and Advanced …, 2023 | 3 | 2023 |
| One-step distributional reinforcement learning M Achab, R Alami, YAD Djilali, K Fedyanin, E Moulines arXiv preprint arXiv:2304.14421, 2023 | 3 | 2023 |
| Distributional deep Q-learning with CVaR regression M Achab, R Alami, YAD Djilali, K Fedyanin, E Moulines, M Panov Deep Reinforcement Learning Workshop NeurIPS 2022, 2022 | 3 | 2022 |
| Falcon2-11B Technical Report Q Malartic, NR Chowdhury, R Cojocaru, M Farooq, G Campesan, ... arXiv preprint arXiv:2407.14885, 2024 | | 2024 |
| Retrospective on the SENSORIUM 2022 competition KF Willeke, PG Fahey, M Bashiri, L Hansel, C Blessing, KK Lurz, MF Burg, ... NeurIPS 2022 Competition Track, 314-333, 2022 | | 2022 |
Maxim PanovAssistant Professor at Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)Bestätigte E-Mail-Adresse bei mbzuai.ac.ae
