Publications

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Jiawei Zhao, Florian Schaefer, Anima Anandkumar. ZerO Initialization: Initializing Neural Networks with only Zeros and Ones. In TMLR, 2022.

Jiawei Zhao, Steve Dai, Rangharajan Venkatesan, Brian Zimmer, Mustafa Ali, Ming-Yu Liu, Brucek Khailany, William J. Dally, Anima Anandkumar. LNS-Madam: Low-Precision Training in Logarithmic Number System using Multiplicative Weight Update. In IEEE TC, 2022.

Jeremy Bernstein, Jiawei Zhao, Markus Meister, Ming-Yu Liu, Anima Anandkumar, Yisong Yue. Learning compositional functions via multiplicative weight updates. In NeurIPS, 2020.

Jeremy Bernstein, Jiawei Zhao, Kamyar Azizzadenesheli, Anima Anandkumar. signSGD with Majority Vote is Communication Efficient And Byzantine Fault Tolerant. In ICLR, 2019.

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Sheng-Jun Huang, Jia-Wei Zhao, Zhao-Yang Liu. Cost-Effective Training of Deep CNNs with Active Model Adaptation. In KDD, 2018.