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 Coakley et alK. L. Coakley, T. Snelleman, H. Hoos, and O. E. Gundersen, "The embrace of open science: An analysis of a decade of AI research and 56 800 conference papers," Under Review, 2026..
Lookback Prophet Inequalities
Authors: Ziyad Benomar, Dorian Baudry, Vianney Perchet
NeurIPS 2024 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | Question: Does the paper fully disclose all the information needed to reproduce the main experimental results of the paper to the extent that it affects the main claims and/or conclusions of the paper (regardless of whether the code and data are provided or not)? Answer: [NA] Justification: No experimental results. |
| Researcher Affiliation | Collaboration | Ziyad Benomar ENSAE, Ecole Polytechnique, Fair Play joint team EMAIL Dorian Baudry Department of Statistics, University of Oxford EMAIL Vianney Perchet CREST, ENSAE, Criteo AI LAB Fairplay joint team EMAIL |
| Pseudocode | No | The paper describes algorithms in prose and mathematical derivations but does not include structured pseudocode blocks or sections labeled 'Algorithm' or 'Pseudocode'. |
| Open Source Code | No | The paper is theoretical and states 'No experimental results' in its NeurIPS checklist, therefore no open-source code for the described methodology is provided or implied. |
| Open Datasets | No | The paper is theoretical and does not report experimental results using datasets. |
| Dataset Splits | No | The paper is theoretical and does not report experimental results, thus no training/test/validation dataset splits are provided. |
| Hardware Specification | No | The paper is theoretical and does not report experimental results, thus no hardware specifications are provided. |
| Software Dependencies | No | The paper is theoretical and does not report experimental results, thus no specific software dependencies with version numbers are provided. |
| Experiment Setup | No | The paper is theoretical and does not report experimental results, thus no specific experimental setup details or hyperparameters are provided. |