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
Advances in Neural Information Processing Systems, 7047-7058, 2018
1092018
Ensemble Distribution Distillation
M Gales, A Malinin, B Mlodozeniec
16*2020
Reverse kl-divergence training of prior networks: Improved uncertainty and adversarial robustness
A Malinin, M Gales
Advances in Neural Information Processing Systems, 14547-14558, 2019
122019
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
122016
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
112017
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
92018
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
82017
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
62018
Uncertainty Estimation in Deep Learning with Application to Spoken Language Assessment
A Malinin
University of Cambridge, 2019
42019
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
42017
Prior networks for detection of adversarial attacks
A Malinin, M Gales
arXiv preprint arXiv:1812.02575, 2018
22018
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
Regression Prior Networks
A Malinin, S Chervontsev, I Provilkov, M Gales
arXiv preprint arXiv:2006.11590, 2020
2020
Uncertainty in Gradient Boosting via Ensembles
A Ustimenko, L Prokhorenkova, A Malinin
arXiv preprint arXiv:2006.10562, 2020
2020
Uncertainty in Structured Prediction
A Malinin, M Gales
arXiv preprint arXiv:2002.07650, 2020
2020
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Articles 1–15