Polina Kirichenko (@polkirichenko) 's Twitter Profile
Polina Kirichenko

@polkirichenko

Machine learning researcher; prev. PhD at New York University, Visiting Researcher at @MetaAI FAIR Labs ๐Ÿ‡บ๐Ÿ‡ฆ

ID: 1059281382025977856

linkhttps://polkirichenko.github.io/ calendar_today05-11-2018 03:08:56

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Polina Kirichenko (@polkirichenko) 's Twitter Profile Photo
Polina Kirichenko
@polkirichenko

3 years ago

Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations. ERM learns multiple features that can be reweighted for SOTA on spurious correlations, reducing texture bias on ImageNet, & more! w/ Pavel Izmailov and Andrew Gordon Wilson arxiv.org/abs/2204.02937 1/11

Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations. ERM learns multiple features that can be reweighted for SOTA on spurious correlations, reducing texture bias on ImageNet, &amp; more! w/ <a href="/Pavel_Izmailov/">Pavel Izmailov</a> and <a href="/andrewgwils/">Andrew Gordon Wilson</a> arxiv.org/abs/2204.02937 1/11