Massimiliano Pontil

Leveraging Low-Rank Relations Between Surrogate Tasks in Structured Prediction

2019 · arXiv (Cornell University)

We study the interplay between surrogate methods for structured prediction and techniques from multitask learning designed to leverage relationships between surrogate outputs. We propose an efficient algorithm based on trace norm regularization which, differently from …