Molchanov, Dmitry

Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning

Ashukha, A., Lyzhov, A., Molchanov, D., & Vetrov, D. (2020) · arXiv

Adversarial Robustness in Machine LearningAdvanced Neural Network Applications

Cited by 178

Uncertainty Estimation via Stochastic Batch Normalization

Atanov, A., Ashukha, A., Molchanov, D., Neklyudov, K., & Vetrov, D. (2019) · Lecture Notes in Computer Science

Gaussian Processes and Bayesian InferenceAdversarial Robustness in Machine Learning

Cited by 50

Variance Networks: When Expectation Does Not Meet Your Expectations

Neklyudov, K., Molchanov, D., Ashukha, A., & Vetrov, D. (2018) · arXiv

Adversarial Robustness in Machine LearningGaussian Processes and Bayesian Inference

Cited by 12