LossLens: Diagnostics for Machine Learning Through Loss Landscape Visual Analytics
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| Publicado en: | IEEE Computer Graphics and Applications vol. 45, no. 4 (2025), p. 112-125 |
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| Autor principal: | |
| Otros Autores: | , , , , , , , , , |
| Publicado: |
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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| Materias: | |
| Acceso en línea: | Citation |
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MARC
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| 022 | |a 0272-1716 | ||
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| 024 | 7 | |a 10.1109/MCG.2024.3509374 |2 doi | |
| 035 | |a 3218513002 | ||
| 045 | 2 | |b d20250301 |b d20250430 | |
| 084 | |a 121411 |2 nlm | ||
| 100 | 1 | |a Xie, Tiankai |u Arizona State University, Tempe, AZ, USA | |
| 245 | 1 | |a LossLens: Diagnostics for Machine Learning Through Loss Landscape Visual Analytics | |
| 260 | |b The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |c 2025 | ||
| 513 | |a Journal Article | ||
| 653 | |a Machine learning | ||
| 653 | |a Physical properties | ||
| 653 | |a Neural networks | ||
| 653 | |a Parameters | ||
| 700 | 1 | |a Chen, Jiaqing |u Arizona State University, Tempe, AZ, USA | |
| 700 | 1 | |a Yang, Yaoqing |u Dartmouth College, Hanover, NH, USA | |
| 700 | 1 | |a Geniesse, Caleb |u Lawrence Berkeley National Laboratory, Berkeley, CA, USA | |
| 700 | 1 | |a Shi, Ge |u University of California, Davis, Davis, CA, USA | |
| 700 | 1 | |a Chaudhari, Ajinkya Jeevan |u University of California, Davis, Davis, CA, USA | |
| 700 | 1 | |a Cava, John Kevin |u Arizona State University, Tempe, AZ, USA | |
| 700 | 1 | |a Mahoney, Michael W |u University of California at Berkeley, Berkeley, CA, USA | |
| 700 | 1 | |a Perciano, Talita |u Lawrence Berkeley National Laboratory, Berkeley, CA, USA | |
| 700 | 1 | |a Weber, Gunther H |u Lawrence Berkeley National Laboratory, Berkeley, CA, USA | |
| 700 | 1 | |a Maciejewski, Ross |u Arizona State University, Tempe, AZ, USA | |
| 773 | 0 | |t IEEE Computer Graphics and Applications |g vol. 45, no. 4 (2025), p. 112-125 | |
| 786 | 0 | |d ProQuest |t Advanced Technologies & Aerospace Database | |
| 856 | 4 | 1 | |3 Citation |u https://www.proquest.com/docview/3218513002/citation/embedded/7BTGNMKEMPT1V9Z2?source=fedsrch |