Zhanyu Wang

The Sample Complexity of Meta Sparse Regression

2021 · International Conference on Artificial Intelligence and Statistics

This paper addresses the meta-learning problem in sparse linear regression with infinite tasks. We assume that the learner can access several similar tasks. The goal of the learner is to transfer knowledge from the prior …