Mila's Out-of-distribution Generalization Reading Group is a group aimed at discussing anything (theory / methodology / application) related to distribution shift. We meet irregularly, once a few weeks. We also have discussions in Mila's "_ood-generalization" slack channel.
symmetry, invariant, causal, minimum description length, transfer, adapt, robust to spurious correlation, stable, independent mechanisms, extrapolate, compositional, systematic, domain, shift, bias, non-iid
Mon Nov 8, 11-13 “Dynamics of Learning and Generalization in Neural Networks” by Mohammad Pezeshki
Thu Oct 28, 1 - 3 pm Towards Out-Of-Distribution Generalization: A Survey
Towards a Theoretical Framework of Out-of-Distribution Generalization