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Andrey Malinin

Predictive Uncertainty Estimation via Prior Networks
2018 · Malinin, Andrey, Gales, Mark · arXiv (Cornell University) · 457
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Predictive Uncertainty Estimation via Prior Networks
2018 · Malinin, A, Gales, Mark · Apollo (University of Cambridge) · 163
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Ensemble Distribution Distillation
2019 · Gales, Mark, Malinin, Andrey, et al. · arXiv (Cornell University) · 138
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Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness
2019 · Gales, Mark, Malinin, Andrey · arXiv (Cornell University) · 115
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Uncertainty Estimation in Deep Learning with application to Spoken Language Assessment
2019 · Malinin, Andrey · Apollo (University of Cambridge) · 52
Uncertainty in Gradient Boosting via Ensembles
2020 · Malinin, Andrey, Prokhorenkova, Liudmila, et al. · arXiv (Cornell University) · 50
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Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks
2021 · Malinin, Andrey, Band, Neil, et al. · arXiv (Cornell University) · 48
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Uncertainty Estimation in Autoregressive Structured Prediction
2020 · Gales, Mark, Malinin, Andrey · arXiv (Cornell University) · 48
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Towards automatic assessment of spontaneous spoken English
2018 · Y. Wang, M.J.F. Gales, et al. · Speech Communication · 48
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Incorporating Uncertainty into Deep Learning for Spoken Language Assessment
2017 · Andrey Malinin, Anton Ragni, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 29
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Impact of ASR Performance on Free Speaking Language Assessment
2018 · Kate Knill, Mark Gales, et al. · Interspeech (USB) · 26
Tackling Bias in the Dice Similarity Coefficient: Introducing NDSC for White Matter Lesion Segmentation
2023 · Vatsal Raina, Nataliia Molchanova, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 18
Shifts 2.0: Extending The Dataset of Real Distributional Shifts
2022 · Malinin, Andrey, Athanasopoulos, Andreas, et al. · arXiv (Cornell University) · 17
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Regression Prior Networks
2020 · Malinin, Andrey, Chervontsev, Sergey, et al. · arXiv (Cornell University) · 17
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Ensemble Approaches for Uncertainty in Spoken Language Assessment
2020 · Xixin Wu, Kate M. Knill, et al. · Interspeech (USB) · 16
An attention based model for off-topic spontaneous spoken response detection: An Initial Study
2017 · Andrey Malinin, Kate Knill, et al. · ISCA Workshop on Speech and Language Technology in Education (SLaTE) · 14
Off-topic Response Detection for Spontaneous Spoken English Assessment
2016 · Andrey Malinin, Rogier van Dalen, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 13
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Novel Structural-Scale Uncertainty Measures and Error Retention Curves: Application to Multiple Sclerosis
2023 · Nataliia Molchanova, Vatsal Raina, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 9
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Scaling Ensemble Distribution Distillation to Many Classes with Proxy Targets
2021 · Ryabinin, Max, Malinin, Andrey, et al. · arXiv (Cornell University) · 9
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Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance
2021 · Carel van Niekerk, Andrey Malinin, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 8
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Structural-based uncertainty in deep learning across anatomical scales: Analysis in white matter lesion segmentation
2024 · Nataliia Molchanova, Vatsal Raina, et al. · Computers in Biology and Medicine · 7
On the Periodic Behavior of Neural Network Training with Batch Normalization and Weight Decay
2021 · Lobacheva, Ekaterina, Kodryan, Maxim, et al. · arXiv (Cornell University) · 6
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Ensemble Distillation Approaches for Grammatical Error Correction
2021 · Y. Fathullah, M.J.F. Gales, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 6
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Uncertainty in Structured Prediction.
2020 · Andrey Malinin, Mark Gales · arXiv (Cornell University) · 6
Prior Networks for Detection of Adversarial Attacks
2018 · Malinin, Andrey, Gales, Mark · arXiv (Cornell University) · 4
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Works count: 39
Citation count: 1,335
H-index: 15
I10-index: 17
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