3 papers
econ.EM2026
Bagging the Network
Ming Li, Zhentao Shi, Yapeng Zheng
We develop a unified estimation and inference framework for dyadic network formation with individual fixed effects, covering both transferable-utility (TU) and nontransferable-util…
cs.LG2026
Global Optimization By Gradient From Hierarchical Score-Matching Spaces
Ming Li
Gradient-based methods are widely used to solve various optimization problems, however, they are either constrained by local optima dilemmas, simple convex constraints, and continu…
cs.AI2025
The Sigma-max System Induced from Randomness & Fuzziness and its Application in Time Series Prediction
Wei Mei, Ming Li, Yuanzeng Cheng +1
This paper managed to induce probability theory (sigma system) and possibility theory (max system) respectively from the clearly-defined randomness and fuzziness, while focusing th…