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Jiawei Zhao
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signSGD with majority vote is communication efficient and fault tolerant
J Bernstein, J Zhao, K Azizzadenesheli, A Anandkumar
arXiv preprint arXiv:1810.05291, 2018
1912018
Cost-effective training of deep cnns with active model adaptation
SJ Huang, JW Zhao, ZY Liu
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
772018
Learning compositional functions via multiplicative weight updates
J Bernstein, J Zhao, M Meister, MY Liu, A Anandkumar, Y Yue
Advances in neural information processing systems 33, 13319-13330, 2020
182020
Lns-madam: Low-precision training in logarithmic number system using multiplicative weight update
J Zhao, S Dai, R Venkatesan, B Zimmer, M Ali, MY Liu, B Khailany, ...
IEEE Transactions on Computers 71 (12), 3179-3190, 2022
142022
Incremental fourier neural operator
J Zhao, RJ George, Y Zhang, Z Li, A Anandkumar
arXiv preprint arXiv:2211.15188, 2022
112022
Zero initialization: Initializing residual networks with only zeros and ones
J Zhao, FT Schaefer, A Anandkumar
112021
Zero initialization: Initializing neural networks with only zeros and ones
J Zhao, F Schäfer, A Anandkumar
arXiv preprint arXiv:2110.12661, 2021
82021
Inrank: Incremental low-rank learning
J Zhao, Y Zhang, B Chen, F Schäfer, A Anandkumar
arXiv preprint arXiv:2306.11250, 2023
72023
Galore: Memory-efficient llm training by gradient low-rank projection
J Zhao, Z Zhang, B Chen, Z Wang, A Anandkumar, Y Tian
arXiv preprint arXiv:2403.03507, 2024
22024
Incremental Spectral Learning in Fourier Neural Operator
J Zhao, RJ George, Z Li, A Anandkumar
arXiv preprint arXiv:2211.15188, 2022
22022
Incremental Low-Rank Learning
J Zhao, Y Zhang, B Chen, FT Schaefer, A Anandkumar
Workshop on Efficient Systems for Foundation Models@ ICML2023, 2023
2023
Incremental Spatial and Spectral Learning of Neural Operators for Solving Large-Scale PDEs
RJ George, J Zhao, J Kossaifi, Z Li, A Anandkumar
arXiv e-prints, arXiv: 2211.15188, 2022
2022
Machine learning training in logarithmic number system
Z Jiawei, SH Dai, R Venkatesan, MY Liu, WJ Dally, A Anandkumar
US Patent App. 17/346,100, 2022
2022
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