Bruno Ribeiro

简介

Ribeiro's research focuses on endowing machine learning algorithms with the ability to learn robust invariant representations for relational and temporal data for both associational and causal tasks. Invariances are one of the most consequential forms of prior knowledge in mathematics, physics, statistics, and also machine learning. An object is invariant if it is the same under some pre-specified set of transformations.For instance, graphs and tensors oft… ↓More