Notice: The reproducibility variables underlying each score are classified using an automated LLM-based pipeline, validated against a manually labeled dataset. LLM-based classification introduces uncertainty and potential bias; scores should be interpreted as estimates. Full accuracy metrics and methodology are described in [1].
The Fisher Market Game: Equilibrium and Welfare
Authors: Simina Brânzei, Yiling Chen, Xiaotie Deng, Aris Filos-Ratsikas, Søren Frederiksen, Jie Zhang
AAAI 2014 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | We show that the Fisher market game always has a pure Nash equilibrium, for buyers with linear, Leontief, and Cobb-Douglas utility functions, which are three representative classes of utility functions in the important Constant Elasticity of Substitution (CES) family. Furthermore, to quantify the social efficiency, we prove Price of Anarchy bounds for the game when the utility functions of buyers fall into these three classes respectively. |
| Researcher Affiliation | Academia | Simina Brˆanzei Aarhus University, Denmark EMAIL Yiling Chen Harvard University, USA EMAIL Xiaotie Deng Shanghai Jiao Tong University, China EMAIL Aris Filos-Ratsikas Aarhus University, Denmark filosra@cs.au.dk Søren Kristoffer Stiil Frederiksen Aarhus University, Denmark EMAIL Jie Zhang Oxford University, United Kingdom EMAIL |
| Pseudocode | No | The paper presents mathematical proofs and theoretical analysis but does not contain any structured pseudocode or algorithm blocks. |
| Open Source Code | No | The paper is theoretical and does not mention releasing any source code for the methodology described. |
| Open Datasets | No | This is a theoretical paper with no experimental section or mention of datasets used for training. |
| Dataset Splits | No | This is a theoretical paper and does not describe any dataset splits for validation. |
| Hardware Specification | No | The paper is theoretical and does not report any experimental setup requiring hardware specifications. |
| Software Dependencies | No | The paper is theoretical and does not mention any software dependencies with specific version numbers. |
| Experiment Setup | No | The paper is theoretical and does not describe any experimental setup or hyperparameters. |