Andrey Malinin
Andrey Malinin
Senior Research Scientist, Yandex Research
Verified email at - Homepage
Cited by
Cited by
Predictive uncertainty estimation via prior networks
A Malinin, M Gales
arXiv preprint arXiv:1802.10501, 2018
Ensemble Distribution Distillation
M Gales, A Malinin, B Mlodozeniec
Reverse kl-divergence training of prior networks: Improved uncertainty and adversarial robustness
A Malinin, M Gales
arXiv preprint arXiv:1905.13472, 2019
Uncertainty estimation in deep learning with application to spoken language assessment
A Malinin
University of Cambridge, 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
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
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
Uncertainty in gradient boosting via ensembles
A Malinin, L Prokhorenkova, A Ustimenko
arXiv preprint arXiv:2006.10562, 2020
Uncertainty Estimation in Autoregressive Structured Prediction
M Gales, A Malinin
International Conference on Learning Representations, 2021
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
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
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
Ensemble approaches for uncertainty in spoken language assessment
X Wu, K Knill, M Gales, A Malinin
Regression prior networks
A Malinin, S Chervontsev, I Provilkov, M Gales
arXiv preprint arXiv:2006.11590, 2020
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
Prior networks for detection of adversarial attacks
A Malinin, M Gales
arXiv preprint arXiv:1812.02575, 2018
Scaling Ensemble Distribution Distillation to Many Classes with Proxy Targets
M Ryabinin, A Malinin, M Gales
arXiv preprint arXiv:2105.06987, 2021
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, 2021
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
Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation
I Provilkov, A Malinin
arXiv preprint arXiv:2109.06253, 2021
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