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Andrey Malinin
Andrey Malinin
Principal Research Scientist, Yandex Research
Verified email at yandex-team.ru - Homepage
Title
Cited by
Cited by
Year
Predictive uncertainty estimation via prior networks
A Malinin, M Gales
Advances in neural information processing systems 31, 2018
5222018
Ensemble Distribution Distillation
M Gales, A Malinin, B Mlodozeniec
139*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
882019
Uncertainty estimation in deep learning with application to spoken language assessment
A Malinin
University of Cambridge, 2019
492019
Shifts: A dataset of real distributional shift across multiple large-scale tasks
A Malinin, N Band, G Chesnokov, Y Gal, MJF Gales, A Noskov, ...
arXiv preprint arXiv:2107.07455, 2021
402021
Uncertainty in gradient boosting via ensembles
A Malinin, L Prokhorenkova, A Ustimenko
arXiv preprint arXiv:2006.10562, 2020
392020
Uncertainty Estimation in Autoregressive Structured Prediction
M Gales, A Malinin
International Conference on Learning Representations, 2021
28*2021
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
282018
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
222017
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
172018
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
172016
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
142017
Ensemble approaches for uncertainty in spoken language assessment
X Wu, K Knill, M Gales, A Malinin
132020
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
112021
Regression prior networks
A Malinin, S Chervontsev, I Provilkov, M Gales
arXiv preprint arXiv:2006.11590, 2020
112020
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
62021
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, ...
arXiv preprint arXiv:2109.04349, 2021
52021
Prior networks for detection of adversarial attacks
A Malinin, M Gales
arXiv preprint arXiv:1812.02575, 2018
52018
A hierarchical attention based model for off-topic spontaneous spoken response detection
A Malinin, K Knill, MJF Gales
2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2017
52017
Ensemble distillation approaches for grammatical error correction
Y Fathullah, MJF Gales, A Malinin
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
32021
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