Reproducibility in Machine Learning-Driven Research

19 July 2023

Papers citing "Reproducibility in Machine Learning-Driven Research"

8 / 8 papers shown

Title
Improving the Reproducibility of Deep Learning Software: An Initial Investigation through a Case Study Analysis Nikita Ravi Abhinav Goel James C. Davis George K. Thiruvathukal 51 0 0 06 May 2025
Consistency in Language Models: Current Landscape, Challenges, and Future Directions Jekaterina Novikova Carol Anderson Borhane Blili-Hamelin Subhabrata Majumdar HILM 73 0 0 01 May 2025
Investigating Popularity Bias Amplification in Recommender Systems Employed in the Entertainment Domain Dominik Kowald MLAU 69 0 0 07 Apr 2025
Reproducibility in Machine Learning-based Research: Overview, Barriers and Drivers Harald Semmelrock Tony Ross-Hellauer Simone Kopeinik Dieter Theiler Armin Haberl Stefan Thalmann Dominik Kowald 65 6 0 20 Jun 2024
Reproducibility, Replicability, and Transparency in Research: What 430 Professors Think in Universities across the USA and India Tatiana Chakravorti S. Koneru Sarah Rajtmajer AI4CE 16 3 0 13 Feb 2024
YAMLE: Yet Another Machine Learning Environment Martin Ferianc Miguel R. D. Rodrigues VLM 18 3 0 09 Feb 2024
Verifiable evaluations of machine learning models using zkSNARKs Tobin South Alexander Camuto Shrey Jain Shayla Nguyen Robert Mahari Christian Paquin Jason Morton Alex Pentland MLAU ALM 39 11 0 05 Feb 2024
Reproducibility in machine learning for medical imaging O. Colliot Elina Thibeau-Sutre Ninon Burgos OOD 30 8 0 12 Sep 2022