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. InRank: Incremental Low-Rank Learning. 2023.

. Incremental Spectral Learning in Fourier Neural Operator. 2023.

. ZerO Initialization: Initializing Neural Networks with only Zeros and Ones. In TMLR, 2022.


. LNS-Madam: Low-Precision Training in Logarithmic Number System using Multiplicative Weight Update. In IEEE TC, 2022.


. Learning compositional functions via multiplicative weight updates. In NeurIPS, 2020.

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. signSGD with Majority Vote is Communication Efficient And Byzantine Fault Tolerant. In ICLR, 2019.

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. Cost-Effective Training of Deep CNNs with Active Model Adaptation. In KDD, 2018.