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math.PR2022
Beyond Windability: An FPRAS for The Six-Vertex Model
Zhiguo Fu, Junda Li, Xiongxin Yang
The six-vertex model is an important model in statistical physics and has deep connections with counting problems. There have been some fully polynomial randomized approximation sc…
cs.LG2022★ 1 cited
The Implicit Regularization of Momentum Gradient Descent with Early Stopping
Li Wang, Yingcong Zhou, Zhiguo Fu
The study on the implicit regularization induced by gradient-based optimization is a longstanding pursuit. In the present paper, we characterize the implicit regularization of mome…