On the need for a language describing distribution shifts: Illustrations on tabular datasets
Different distribution shifts require different algorithmic and operational interventions.
Methodological research must be grounded by the specific shifts they address. Although …
Methodological research must be grounded by the specific shifts they address. Although …
Nico++: Towards better benchmarking for domain generalization
Despite the remarkable performance that modern deep neural networks have achieved on
independent and identically distributed (IID) data, they can crash under distribution shifts …
independent and identically distributed (IID) data, they can crash under distribution shifts …