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Apratim Dey

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2024
[i4]
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  - journals/corr/abs-2404-01413
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  - https://dblp.org/rec/journals/corr/abs-2404-01413
Matthias Gerstgrasser, Rylan Schaeffer, Apratim Dey, Rafael Rafailov, Henry Sleight, John Hughes, Tomasz Korbak, Rajashree Agrawal, Dhruv Pai, Andrey Gromov, Daniel A. Roberts, Diyi Yang, David L. Donoho, Sanmi Koyejo:
Is Model Collapse Inevitable? Breaking the Curse of Recursion by Accumulating Real and Synthetic Data. CoRR abs/2404.01413 (2024)
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  - journals/corr/abs-2405-13967
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Rheeya Uppaal, Apratim Dey, Yiting He, Yiqiao Zhong, Junjie Hu:
DeTox: Toxic Subspace Projection for Model Editing. CoRR abs/2405.13967 (2024)
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  - journals/corr/abs-2410-16713
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Joshua Kazdan, Rylan Schaeffer, Apratim Dey, Matthias Gerstgrasser, Rafael Rafailov, David L. Donoho, Sanmi Koyejo:
Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World. CoRR abs/2410.16713 (2024)
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Apratim Dey, David L. Donoho:
Universality of the π²/6 Pathway in Avoiding Model Collapse. CoRR abs/2410.22812 (2024)

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