Hai Dai Nguyen

Multiple Wasserstein Gradient Descent Algorithm for Multi-Objective Distributional Optimization

We address the optimization problem of simultaneously minimizing multiple objective functionals over a family of probability distributions. This type of Multi-Objective Distributional Optimization commonly arises in machine learning and statistics, with applications in areas such as multiple target