DaiHai Nguyen

Accelerated Multiple Wasserstein Gradient Flows for Multi-objective Distributional Optimization

We study multi-objective optimization over probability distributions in Wasserstein space. Recently, \citet{nguyen2025multiple} introduced Multiple Wasserstein Gradient Descent (MWGraD) algorithm, which exploits the geometric structure of Wasserstein space to jointly optimize multiple objectives. Bu…