Nicasia Beebe-Wang

Moment Matching Deep Contrastive Latent Variable Models

In the contrastive analysis (CA) setting, machine learning practitioners are specifically interested in discovering patterns that are enriched in a target dataset as compared to a background dataset generated from sources of variation irrelevant to the task at hand. For example, a biomedical data an…