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Published at November 19

Visualizing Loss Functions as Topological Landscape Profiles

cs.AI

Released Date: November 19, 2024

Authors: Caleb Geniesse1, Jiaqing Chen2, Tiankai Xie2, Ge Shi3, Yaoqing Yang4, Dmitriy Morozov1, Talita Perciano1, Michael W. Mahoney5, Ross Maciejewski2, Gunther H. Weber1

Aff.: 1Lawrence Berkeley National Laboratory; 2Arizona State University; 3University of California, Davis; 4Dartmouth College; 5ICSI, LBNL, and UC Berkeley

Arxiv: http://arxiv.org/abs/2411.12136v1