Andrey Malinin
Andrey Malinin
Senior 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
arXiv preprint arXiv:1802.10501, 2018
2492018
Ensemble Distribution Distillation
M Gales, A Malinin, B Mlodozeniec
49*2020
Reverse kl-divergence training of prior networks: Improved uncertainty and adversarial robustness
A Malinin, M Gales
arXiv preprint arXiv:1905.13472, 2019
382019
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
162018
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
162017
Uncertainty estimation in deep learning with application to spoken language assessment
A Malinin
University of Cambridge, 2019
142019
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
142016
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
92017
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
82018
Uncertainty Estimation in Autoregressive Structured Prediction
M Gales, A Malinin
International Conference on Learning Representations, 2021
6*2021
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 Approaches for Uncertainty in Spoken Language Assessment
X Wu, KM Knill, MJF Gales, A Malinin
Proc. Interspeech 2020, 3860-3864, 2020
42020
Uncertainty in gradient boosting via ensembles
A Malinin, L Prokhorenkova, A Ustimenko
arXiv preprint arXiv:2006.10562, 2020
42020
Prior networks for detection of adversarial attacks
A Malinin, M Gales
arXiv preprint arXiv:1812.02575, 2018
42018
Regression Prior Networks
A Malinin, S Chervontsev, I Provilkov, M Gales
arXiv preprint arXiv:2006.11590, 2020
22020
Improved auto-marking confidence for spoken language assessment
M Del Vecchio, A Malinin, MJF Gales
2018 IEEE Spoken Language Technology Workshop (SLT), 957-963, 2018
12018
Ensemble Distillation Approaches for Grammatical Error Correction
Y Fathullah, MJF Gales, A Malinin
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
2021
Scaling Ensemble Distribution Distillation to Many Classes with Proxy Targets
M Ryabinin, A Malinin, M Gales
arXiv preprint arXiv:2105.06987, 2021
2021
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