Amir Gholami

HAWQ: Hessian AWare Quantization of Neural Networks With Mixed-Precision

Zhen Dong, Zhewei Yao, Amir Gholami et al. · 2019 · 458 citations

Computing, Computer Engineering, Computer Science +14

Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT

Sheng Shen, Zhen Dong, Jiayu Ye et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 422 citations · Full text

Computing, Computer Engineering, Computer Science +14

ZeroQ: A Novel Zero Shot Quantization Framework

Yaohui Cai, Zhewei Yao, Zhen Dong et al. · 2020 · 378 citations

Computing, Computer Science, Computer Vision +12

ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning

Zhewei Yao, Amir Gholami, Sheng Shen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 183 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

PyHessian: Neural Networks Through the Lens of the Hessian

Zhewei Yao, Amir Gholami, Kurt Keutzer et al. · 2020 · 126 citations

Computing, Computer Engineering, Computer Science +17