I’m looking for motivated PhD students to join my group Helmholtz AI (Helmholtz Munich | @HelmholtzMunich ) to work on causality and reliable ML systems. Please apply before November 30! RT welcome :) helmholtz.ai/fileadmin/HAIC…

Today we release our new work on mass spectra prediction, SCARF: arxiv.org/abs/2303.06470 SCARF is a two-step generative model to predict spectra from molecules (inverse of our last paper, MIST) at the level of chemical formulae (panel C) using prefix tree data structures. 1/4

Probabilistic models underpin principled AI. prowler.io/the-principles… (My first attempt at something like this, be gentle) @PROWLER_IO

My initial tests for answering: Are generative classifiers more robust (than discriminative ones) to recent adversarial attacks? openreview.net/forum?id=BkVmR… Also proposed an idea to detect attacks with conditional generative models.