RashomonGB: Analyzing the Rashomon Effect and Mitigating Predictive Multiplicity in Gradient Boosting

Item #:

079017-3854

Details

DOI: https://doi.org/10.52202/079017-3854
Author(s): Ivan Brugere, Chun-Fu Chen, Hsiang Hsu, Freddy Lecue, Shubham Sharma
Pages: 121265-121303 (39 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-3854
Author(s): Ivan Brugere, Chun-Fu Chen, Hsiang Hsu, Freddy Lecue, Shubham Sharma
Pages: 121265-121303 (39 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)