Vivien A Cabannnes

Disambiguation of Weak Supervision leading to Exponential Convergence rates

Machine learning approached through supervised learning requires expensive annotation of data. This motivates weakly supervised learning, where data are annotated with incomplete yet discriminative information. In this paper, we focus on partial labelling, an instance of weak supervision where, from…