| Predictive uncertainty estimation via prior networks A Malinin, M Gales Advances in neural information processing systems 31, 2018 | 1033 | 2018 |
| Ensemble Distribution Distillation A Malinin, B Mlodozeniec, M Gales International Conference on Learning Representations, 2020 | 263 | 2020 |
| Reverse kl-divergence training of prior networks: Improved uncertainty and adversarial robustness A Malinin, M Gales Advances in neural information processing systems 32, 2019 | 196 | 2019 |
| Uncertainty Estimation in Autoregressive Structured Prediction M Gales, A Malinin International Conference on Learning Representations, 2021 | 156* | 2021 |
| Shifts: A dataset of real distributional shift across multiple large-scale tasks A Malinin, N Band, G Chesnokov, Y Gal, MJF Gales, A Noskov, ... 35th Conference on Neural Information Processing Systems (NeurIPS 2021 …, 2021 | 147 | 2021 |
| Uncertainty in gradient boosting via ensembles A Malinin, L Prokhorenkova, A Ustimenko International Conference on Learning Representations 2021, 2021 | 107 | 2021 |
| Uncertainty estimation in deep learning with application to spoken language assessment A Malinin | 103 | 2019 |
| Towards automatic assessment of spontaneous spoken English Y Wang, MJF Gales, KM Knill, K Kyriakopoulos, A Malinin, RC van Dalen, ... Speech Communication 104, 47-56, 2018 | 48 | 2018 |
| Regression prior networks A Malinin, S Chervontsev, I Provilkov, M Gales arXiv preprint arXiv:2006.11590, 2020 | 43 | 2020 |
| Incorporating uncertainty into deep learning for spoken language assessment A Malinin, A Ragni, K Knill, M Gales Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017 | 36 | 2017 |
| On the periodic behavior of neural network training with batch normalization and weight decay E Lobacheva, M Kodryan, N Chirkova, A Malinin, DP Vetrov Advances in Neural Information Processing Systems 34, 21545-21556, 2021 | 27 | 2021 |
| Ensemble approaches for uncertainty in spoken language assessment X Wu, KM Knill, MJF Gales, A Malinin ISCA, 2020 | 26 | 2020 |
| Impact of ASR performance on free speaking language assessment K Knill, M Gales, K Kyriakopoulos, A Malinin, A Ragni, Y Wang, A Caines Interspeech 2018, 1641-1645, 2018 | 25 | 2018 |
| Off-topic response detection for spontaneous spoken english assessment A Malinin, R Van Dalen, K Knill, Y Wang, M Gales Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016 | 23 | 2016 |
| Scaling ensemble distribution distillation to many classes with proxy targets M Ryabinin, A Malinin, M Gales Advances in Neural Information Processing Systems 34, 6023-6035, 2021 | 22 | 2021 |
| Shifts 2.0: Extending the dataset of real distributional shifts A Malinin, A Athanasopoulos, M Barakovic, MB Cuadra, MJF Gales, ... arXiv preprint arXiv:2206.15407, 2022 | 20 | 2022 |
| An attention based model for off-topic spontaneous spoken response detection: An initial study A Malinin, K Knill, A Ragni, Y Wang, MJF Gales 7th ISCA Workshop on Speech and Language Technology in Education (SLaTE …, 2017 | 14 | 2017 |
| Ensemble distillation approaches for grammatical error correction Y Fathullah, MJF Gales, A Malinin ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 12 | 2021 |
| Uncertainty measures in neural belief tracking and the effects on dialogue policy performance C van Niekerk, A Malinin, C Geishauser, M Heck, H Lin, N Lubis, S Feng, ... Conference on Empirical Methods in Natural Language Processing (EMNLP) 2021, 2021 | 12 | 2021 |
| The Normalised Dice Similarity Coefficient for Multiple Sclerosis: tackling lesion load biases in white matter and cortical lesion segmentation V Raina, N Molchanova, M Graziani, A Malinin, PJ Lu, M Weigel, H Muller, ... MULTIPLE SCLEROSIS JOURNAL 29, 925-926, 2023 | 9* | 2023 |
Mark GalesCambridge UniversityVerified email at eng.cam.ac.uk
