21 citations · 34 across the 31 of their papers we have counts for
3 papers · 1 filter
Gated Domain Units for Multi-source Domain Generalization
Simon Föll, Alina Dubatovka, Eugen Ernst +7
The phenomenon of distribution shift (DS) occurs when a dataset at test time differs from the dataset at training time, which can significantly impair the performance of a machine…
Explaining Preferences with Shapley Values
Robert Hu, Siu Lun Chau, Jaime Ferrando Huertas +1
While preference modelling is becoming one of the pillars of machine learning, the problem of preference explanation remains challenging and underexplored. In this paper, we propos…
Giga-scale Kernel Matrix Vector Multiplication on GPU
Robert Hu, Siu Lun Chau, Dino Sejdinovic +1
Kernel matrix-vector multiplication (KMVM) is a foundational operation in machine learning and scientific computing. However, as KMVM tends to scale quadratically in both memory an…