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Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression.

J. Hong, J. Duan, C. Zhang, Z. Li, C. Xie, K. Lieberman, J. Diffenderfer, B. Bartoldson, A. Jaiswal, K. Xu, B. Kailkhura, D. Hendrycks, D. Song, Z. Wang, and B. Li. CoRR, (2024)

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Rolf-Walter Briant

Benoît Briand

Ursula Brian

Annette Brians

Brian Alexander

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A Winning Hand: Compressing Deep Networks Can Improve Out-of-Distribution Robustness.J. Diffenderfer, B. Bartoldson, S. Chaganti, J. Zhang, and B. Kailkhura. NeurIPS, page 664-676. (2021)Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities.B. Bartoldson, B. Kailkhura, and D. Blalock. J. Mach. Learn. Res., (2023)NEFTune: Noisy Embeddings Improve Instruction Finetuning.N. Jain, P. yeh Chiang, Y. Wen, J. Kirchenbauer, H. Chu, G. Somepalli, B. Bartoldson, B. Kailkhura, A. Schwarzschild, A. Saha and 3 other author(s). CoRR, (2023)Enhancing the Regularization Effect of Weight Pruning in Artificial Neural Networks.B. Bartoldson, A. Barbu, and G. Erlebacher. CoRR, (2018)Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities.B. Bartoldson, B. Kailkhura, and D. Blalock. CoRR, (2022)Models Out of Line: A Fourier Lens on Distribution Shift Robustness.S. Fridovich-Keil, B. Bartoldson, J. Diffenderfer, B. Kailkhura, and P. Bremer. CoRR, (2022)Scientific Computing Algorithms to Learn Enhanced Scalable Surrogates for Mesh Physics.B. Bartoldson, Y. Hu, A. Saini, J. Cadena, Y. Fu, J. Bao, Z. Xu, B. Ng, and P. Nguyen. CoRR, (2023)Models Out of Line: A Fourier Lens on Distribution Shift Robustness.S. Fridovich-Keil, B. Bartoldson, J. Diffenderfer, B. Kailkhura, and T. Bremer. NeurIPS, (2022)Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression.J. Hong, J. Duan, C. Zhang, Z. Li, C. Xie, K. Lieberman, J. Diffenderfer, B. Bartoldson, A. Jaiswal, K. Xu and 5 other author(s). CoRR, (2024)The Generalization-Stability Tradeoff in Neural Network Pruning.B. Bartoldson, A. Morcos, A. Barbu, and G. Erlebacher. CoRR, (2019)

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Disambiguation of "Bartoldson, Brian R."

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Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression.

Please choose a person to relate this publication to

Rolf-Walter Briant

Benoît Briand

Ursula Brian

Annette Brians

Brian Alexander

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Bartoldson, Brian R."

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression.

Please choose a person to relate this publication to

Rolf-Walter Briant

Benoît Briand

Ursula Brian

Annette Brians

Brian Alexander

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
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APA
Chicago
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Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression.