Polina Kirichenko

Subspace Inference for Bayesian Deep Learning

Pavel Izmailov, Wesley J. Maddox, Polina Kirichenko et al. · 2019 · 51 citations

Computing, Computer Science, Machine Learning +16

Semi-Supervised Learning with Normalizing Flows

Pavel Izmailov, Polina Kirichenko, Marc Finzi et al. · 2020 · 37 citations

Computing, Computer Science, Data Science +16

Why Normalizing Flows Fail to Detect Out-of-Distribution Data

Polina Kirichenko, Pavel Izmailov, Andrew Gordon Wilson · arXiv (Cornell University) · 2020 · 32 citations · Full text

Computing, Computer Science, Computer Vision +10

Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations

Polina Kirichenko, Pavel Izmailov, Andrew Gordon Wilson · arXiv (Cornell University) · 2022 · 32 citations · Full text

Computing, Computer Science, Computer Vision +14

SWALP : Stochastic Weight Averaging in Low-Precision Training

Guandao Yang, Tianyi Zhang, Polina Kirichenko et al. · arXiv (Cornell University) · 2019 · 23 citations · Full text

Computing, Computer Science, Algorithms +16