3 papers
stat.ML2026
Likelihood Matching for Diffusion Models
Lei Qian, Wu Su, Yanqi Huang +1
We propose a Likelihood Matching approach for training diffusion models by first establishing an equivalence between the likelihood of the target data distribution and a likelihood…
stat.AP2025
Glider Path Design and Control for Reconstructing Three-Dimensional Structures of Oceanic Mesoscale Eddies
Wu Su, Xiaoyuan E, Zhao Jing +1
Underwater gliders offer effective means in oceanic surveys with a major task in reconstructing the three-dimensional hydrographic field of a mesoscale eddy. This paper considers t…
stat.ME2025
High-dimensional Clustering and Signal Recovery under Block Signals
Wu Su, Yumou Qiu
This paper studies computationally efficient methods and their minimax optimality for high-dimensional clustering and signal recovery under block signal structures. We propose two…