research
∙
05/23/2023
Counterfactual Augmentation for Multimodal Learning Under Presentation Bias
In real-world machine learning systems, labels are often derived from us...
share
research
∙
09/09/2021
MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces
Albeit the universal representational power of pre-trained language mode...
research
∙
05/24/2019
A Generalization Error Bound for Multi-class Domain Generalization
Domain generalization is the problem of assigning labels to an unlabeled...
research
∙
10/17/2018
Simple Regret Minimization for Contextual Bandits
There are two variants of the classical multi-armed bandit (MAB) problem...
research
∙
03/01/2018