JumpReLU: A Retrofit Defense Strategy for Adversarial Attacks

von Erichson, N. Benjamin
Veröffentlicht in ICPRAM (9. : 2020 : Valletta) ICPRAM 2020 (2020)

ERROR ESTIMATION FOR SKETCHED SVD VIA THE BOOTSTRAP

von Lopes, Miles E.
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 9 of 15 (2021)

Noise-Response Analysis of Deep Neural Networks Quantifies Robustness and Fingerprints Structural Malware

von Erichson, N. Benjamin
Veröffentlicht in SIAM International Conference on Data Mining (2021 : Online) SIAM International Conference on Data Mining (SDM21) (2021)

Stateful ODE-Nets using Basis Function Expansions

von Queiruga, Alejandro
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 26 of 36 (2022)

FORECASTING SEQUENTIAL DATA USING CONSISTENT KOOPMAN AUTOENCODERS

von Azencot, Omri
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 1 of 15 (2021)

Noisy Recurrent Neural Networks

von Lim, Soon Hoe
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 7 of 36 (2022)