Elvis Dohmatob

Adversarial Robustness via Label-Smoothing

Morgane Goibert, Elvis Dohmatob, Elvis Dohmatob, 2020 .

Individual Brain Charting dataset extension, second release of high-resolution fMRI data for cognitive mapping

Mathias Pessiglione, Gaël Varoquaux, Bertrand Thirion, 2020, Scientific data.

Classifier-independent Lower-Bounds for Adversarial Robustness.

Elvis Dohmatob, 2020 .

Learning disconnected manifolds: a no GANs land pdf

Elvis Dohmatob, Ugo Tanielian, Thibaut Issenhuth, 2020, ICML.

Continuation of Nesterov’s Smoothing for Regression With Structured Sparsity in High-Dimensional Neuroimaging

Tommy Löfstedt, Elvis Dohmatob, Vincent Guillemot, 2016, IEEE Transactions on Medical Imaging.

Implicit bias of any algorithm: bounding bias via margin pdf

Elvis Dohmatob, 2020, ArXiv.

Universal Lower-Bounds on Classification Error under Adversarial Attacks and Random Corruption pdf

Elvis Dohmatob, 2020, ArXiv.

Scalable Learning and MAP Inference for Nonsymmetric Determinantal Point Processes pdf

Mike Gartrell, Insu Han, Elvis Dohmatob, 2020, ICLR.