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Andrey Malinin
Andrey Malinin
Staff Research Scientist, Isomorphic Labs
E-mailová adresa ověřena na: isomorphiclabs.com
Název
Citace
Citace
Rok
Predictive uncertainty estimation via prior networks
A Malinin, M Gales
Advances in neural information processing systems 31, 2018
11162018
Ensemble Distribution Distillation
A Malinin, B Mlodozeniec, M Gales
International Conference on Learning Representations, 2020
2762020
Reverse kl-divergence training of prior networks: Improved uncertainty and adversarial robustness
A Malinin, M Gales
Advances in neural information processing systems 32, 2019
2192019
Uncertainty Estimation in Autoregressive Structured Prediction
M Gales, A Malinin
International Conference on Learning Representations, 2021
210*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
1562021
Uncertainty in gradient boosting via ensembles
A Malinin, L Prokhorenkova, A Ustimenko
International Conference on Learning Representations 2021, 2021
1162021
Uncertainty estimation in deep learning with application to spoken language assessment
A Malinin
1102019
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
522018
Regression prior networks
A Malinin, S Chervontsev, I Provilkov, M Gales
arXiv preprint arXiv:2006.11590, 2020
422020
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
372017
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
282021
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
272022
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
272018
Ensemble approaches for uncertainty in spoken language assessment
X Wu, KM Knill, MJF Gales, A Malinin
ISCA, 2020
262020
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
232021
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
232016
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
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
132021
Ensemble distillation approaches for grammatical error correction
Y Fathullah, MJF Gales, A Malinin
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
122021
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
10*2023
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Články 1–20