Large-Scale Contextual Market Equilibrium Computation through Deep Learning

Large-Scale Contextual Market Equilibrium Computation through Deep Learning

11 June 2024

Papers citing "Large-Scale Contextual Market Equilibrium Computation through Deep Learning"

16 / 16 papers shown

Title
A Scalable Neural Network for DSIC Affine Maximizer Auction Design Zhijian Duan Haoran Sun Yurong Chen Xiaotie Deng 41 28 0 20 May 2023
Fast and Interpretable Dynamics for Fisher Markets via Block-Coordinate Updates Tianlong Nan Yuan Gao Christian Kroer 110 2 0 01 Mar 2023
Finding Regularized Competitive Equilibria of Heterogeneous Agent Macroeconomic Models with Reinforcement Learning Ruitu Xu Yifei Min Tianhao Wang Zhaoran Wang Michael I. Jordan Zhuoran Yang 53 6 0 24 Feb 2023
Are Equivariant Equilibrium Approximators Beneficial? Zhijian Duan Yunxuan Ma Xiaotie Deng 56 4 0 27 Jan 2023
A Framework of Transaction Packaging in High-throughput Blockchains Yu Lu Qian Qi Xi Chen 58 1 0 26 Jan 2023
Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers Luke Marris I. Gemp Thomas W. Anthony Andrea Tacchetti Siqi Liu K. Tuyls 46 15 0 17 Oct 2022
Stochastic Online Fisher Markets: Static Pricing Limits and Adaptive Enhancements Devansh Jalota Yinyu Ye 42 2 0 27 Apr 2022
Differentiable Economics for Randomized Affine Maximizer Auctions Michael J. Curry Tuomas Sandholm John P. Dickerson 58 30 0 06 Feb 2022
A Context-Integrated Transformer-Based Neural Network for Auction Design Zhijian Duan Jin-Lin Tang Yutong Yin Zhe Feng Xiang Yan Manzil Zaheer Xiaotie Deng 38 26 0 29 Jan 2022
Is Nash Equilibrium Approximator Learnable? Zhijian Duan Wenhan Huang Dinghuai Zhang Yali Du Jun Wang Yaodong Yang Xiaotie Deng 39 6 0 17 Aug 2021
Solving Heterogeneous General Equilibrium Economic Models with Deep Reinforcement Learning Edward W. Hill M. Bardoscia A. Turrell 26 24 0 31 Mar 2021
A Permutation-Equivariant Neural Network Architecture For Auction Design Jad Rahme Samy Jelassi Joan Bruna S. M. Weinberg 40 45 0 02 Mar 2020
Scalable Fair Division for Át Most One' Preferences Christian Kroer A. Peysakhovich 37 20 0 24 Sep 2019
Learning to Clear the Market Weiran Shen Sébastien Lahaie R. Leme 23 15 0 04 Jun 2019
Computing large market equilibria using abstractions Christian Kroer A. Peysakhovich Eric Sodomka Nicolas Stier-Moses 38 31 0 18 Jan 2019
Optimal Auctions through Deep Learning: Advances in Differentiable Economics Paul Dutting Zhe Feng Harikrishna Narasimhan David C. Parkes S. Ravindranath 34 34 0 12 Jun 2017