ABSTRACT: In the past few decades, mass spectrometry-based proteomics has dramatically improved our fundamental knowledge of biology, leading to advancements in the understanding of diseases [...]

ABSTRACT: Stochastic optimization in the online setting often involves data distributions that change in reaction to the decision variables. This is the case for example [...]

ABSTRACT: Despite the great empirical success of adversarial training to defend deep learning models against adversarial perturbations, so far, it still remains rather unclear what [...]