How do Machine Learning Models Change?

14 November 2024

Papers citing "How do Machine Learning Models Change?"

5 / 5 papers shown

Title
Analyzing the Evolution and Maintenance of ML Models on Hugging Face Joel Castaño Martínez-Fernández Silverio Xavier Franch Justus Bogner 57 26 0 22 Nov 2023
Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository Mining Study Joel Castaño Silverio Martínez-Fernández Xavier Franch Justus Bogner CVBM 86 36 0 18 May 2023
An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry Wenxin Jiang Nicholas Synovic Matt Hyatt Taylor R. Schorlemmer R. Sethi Yung-Hsiang Lu George K. Thiruvathukal James C. Davis 71 71 0 05 Mar 2023
Characterizing Technical Debt and Antipatterns in AI-Based Systems: A Systematic Mapping Study Justus Bogner Roberto Verdecchia I. Gerostathopoulos 50 39 0 17 Mar 2021
Learning the Structure of Dynamic Probabilistic Networks N. Friedman Kevin P. Murphy Stuart J. Russell TPM 101 704 0 30 Jan 2013