Andrey Malinin

Predictive Uncertainty Estimation via Prior Networks

Andrey Malinin, Mark Gales · arXiv (Cornell University) · 2018 · 357 citations · Full text

Ai System, Engineering, Machine Learning +16

Predictive Uncertainty Estimation via Prior Networks

Andrey Malinin, Mark Gales · Apollo (University of Cambridge) · 2018 · 196 citations · Full text

Ensemble Distribution Distillation

Andrey Malinin, Bruno Mlodozeniec, Mark Gales · arXiv (Cornell University) · 2019 · 82 citations · Full text

Engineering, Machine Learning, Uncertainty Modeling +16

Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness

Andrey Malinin, Mark Gales · arXiv (Cornell University) · 2019 · 69 citations · Full text

Engineering, Machine Learning, Reverse Kl-divergence Training +17

Towards automatic assessment of spontaneous spoken English

Yu Wang, Mark Gales, K.M. Knill et al. · Speech Communication · 2018 · 44 citations · Full text

Natural Language Processing, Engineering, Computational Linguistics +9