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HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks.

Z. Dong, Z. Yao, D. Arfeen, A. Gholami, M. Mahoney, and K. Keutzer. NeurIPS, (2020)

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Nourollah Gholami

Azam Gholami

Ahmad Gholami

Maryam Gholami

Saloumeh Gholami

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Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT.S. Shen, Z. Dong, J. Ye, L. Ma, Z. Yao, A. Gholami, M. Mahoney, and K. Keutzer. AAAI, page 8815-8821. AAAI Press, (2020)ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning.Z. Yao, A. Gholami, S. Shen, M. Mustafa, K. Keutzer, and M. Mahoney. AAAI, page 10665-10673. AAAI Press, (2021)Adaptive Self-Supervision Algorithms for Physics-Informed Neural Networks.S. Subramanian, R. Kirby, M. Mahoney, and A. Gholami. ECAI, volume 372 of Frontiers in Artificial Intelligence and Applications, page 2234-2241. IOS Press, (2023)Spatio-Temporal Deep Graph Network for Event Detection, Localization, and Classification in Cyber-Physical Electric Distribution System.A. Ahmed, S. Basumallik, A. Gholami, S. Sadanandan, M. Namaki, A. Srivastava, and Y. Wu. IEEE Trans. Ind. Informatics, 20 (2): 2397-2407 (February 2024)KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization.C. Hooper, S. Kim, H. Mohammadzadeh, M. Mahoney, Y. Shao, K. Keutzer, and A. Gholami. CoRR, (2024)SPEED: Speculative Pipelined Execution for Efficient Decoding.C. Hooper, S. Kim, H. Mohammadzadeh, H. Genc, K. Keutzer, A. Gholami, and Y. Shao. CoRR, (2023)PDE-constrained optimization in medical image analysis.A. Mang, A. Gholami, C. Davatzikos, and G. Biros. CoRR, (2018)PyHessian: Neural Networks Through the Lens of the Hessian.Z. Yao, A. Gholami, K. Keutzer, and M. Mahoney. CoRR, (2019)HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks.Z. Dong, Z. Yao, D. Arfeen, A. Gholami, M. Mahoney, and K. Keutzer. NeurIPS, (2020)HAWQ-V3: Dyadic Neural Network Quantization.Z. Yao, Z. Dong, Z. Zheng, A. Gholami, J. Yu, E. Tan, L. Wang, Q. Huang, Y. Wang, M. Mahoney and 1 other author(s). ICML, volume 139 of Proceedings of Machine Learning Research, page 11875-11886. PMLR, (2021)

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Disambiguation of "Gholami, Amir"

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HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks.

Please choose a person to relate this publication to

Nourollah Gholami

Azam Gholami

Ahmad Gholami

Maryam Gholami

Saloumeh Gholami

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Gholami, Amir"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks.

Please choose a person to relate this publication to

Nourollah Gholami

Azam Gholami

Ahmad Gholami

Maryam Gholami

Saloumeh Gholami

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
EndNote
APA
Chicago
DIN 1505
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HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks.