Search Results for author: Yunxuan Ma

Found 3 papers, 0 papers with code

Large-Scale Contextual Market Equilibrium Computation through Deep Learning

no code implementations11 Jun 2024 Yunxuan Ma, Yide Bian, Hao Xu, Weitao Yang, Jingshu Zhao, Zhijian Duan, Feng Wang, Xiaotie Deng

Motivated by this, our paper investigates the computation of market equilibrium in scenarios with a large-scale buyer population, where buyers and goods are represented by their contexts.

Deep Learning

An Empirical Study on the Holiday Effect of China's Time-Honored Companies

no code implementations29 Jun 2023 Xianyang Li, Jiayi Xu, Haoxuan Xu, Yunxuan Ma, Yu Zhong, Lei Wang

The stock segment of China's time-honored brand enterprises has an important position in our securities stock market.

Are Equivariant Equilibrium Approximators Beneficial?

no code implementations27 Jan 2023 Zhijian Duan, Yunxuan Ma, Xiaotie Deng

Recently, remarkable progress has been made by approximating Nash equilibrium (NE), correlated equilibrium (CE), and coarse correlated equilibrium (CCE) through function approximation that trains a neural network to predict equilibria from game representations.

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