Europe
MarksmanBackdoor: BackdoorAttackswith ArbitraryTargetClass
In recent years, machine learning models have been shown to be vulnerable to backdoor attacks.
Mirrored Langevin Dynamics
Ya-Ping Hsieh, Ali Kavis, Paul Rolland, Volkan Cevher
Neural Information Processing Systems http://nips.cc/
Embracing the chaos: analysis and diagnosis of numerical instability in variational flows
In this work, we treat variational flows as dynamical systems, and leverage shadowing theory to elucidate this behavior via theoretical guarantees on the error of sampling, density evaluation, and ELBO estimation.
MetaReg: Towards Domain Generalization using Meta-Regularization
Yogesh Balaji, Swami Sankaranarayanan, Rama Chellappa
Neural Information Processing Systems http://nips.cc/
2 RelatedWork We briefly overview additional relatedwork inthe two core areas addressed by our benchmark: robustness tonoiseanddemographic disparity infacialdetection andrecognition. Thatlatterpoint
Facial analysis systems have been deployed by large companies and critiqued by scholars and activists for the past decade.
Lear via Tommaso1, Luca 1, Ber 2 Y Tianyi1 Rafal 2 Thomas 1Department 2MRC 3Institute
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Connections Between Mirror Descent, Thompson Sampling and the Information Ratio
Neural Information Processing Systems http://nips.cc/