Adaptive Data Fusion for Multi-task Non-smooth Optimization

Henry Lam, Kaizheng Wang, Yuhang Wu +1

We study the problem of multi-task non-smooth optimization that arises ubiquitously in statistical learning, decision-making and risk management. We develop a data fusion approach…