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 | 39 | 2021 |
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 | 28* | 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 | 26 | 2022 |
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 | 16* | 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 | 12* | 2021 |
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 | 7 | 2020 |
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 | 4 | 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 |
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 | 2 | 2023 |
One-Step Distributional Reinforcement Learning M Achab, R Alami, YAD Djilali, K Fedyanin, E Moulines arXiv preprint arXiv:2304.14421, 2023 | 1 | 2023 |