Part of the Theory and Algorithms Commons

Works in Theory and Algorithms

2022

Kernel Error Path Algorithm, Ziran Xiong, Charles X. Ling, Bin Gu
Machine Learning Faculty Publications

QMIX Aided Routing in Social-Based Delay-Tolerant Networks, Chenchen Han, Haipeng Yao, Tianle Mai, Ni Zhang, Mohsen Guizani
Mohsen Guizani

Quasi-Newton Methods for Machine Learning: Forget the Past, Just Sample, Albert S. Berahas, Majid Jahani, Peter Richtárik, Martin Takáč
Martin Takac

AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization, Qingsong Zhang, Bin Gu, Cheng Deng, Songxiang Gu, Liefeng Bo, Jian Pei, Heng Huang
Bin Gu

Optimizing Large-Scale Hyperparameters Via Automated Learning Algorithm, Bin Gu, Guodong Liu, Yanfu Zhang, Xiang Geng, Heng Huang
Bin Gu

Kernel Error Path Algorithm, Ziran Xiong, Charles X. Ling, Bin Gu
Bin Gu

QMIX Aided Routing in Social-Based Delay-Tolerant Networks, Chenchen Han, Haipeng Yao, Tianle Mai, Ni Zhang, Mohsen Guizani
Machine Learning Faculty Publications

2021

Quasi-Newton Methods for Machine Learning: Forget the Past, Just Sample, Albert S. Berahas, Majid Jahani, Peter Richtárik, Martin Takáč
Machine Learning Faculty Publications

AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization, Qingsong Zhang, Bin Gu, Cheng Deng, Songxiang Gu, Liefeng Bo, Jian Pei, Heng Huang
Machine Learning Faculty Publications

Optimizing Large-Scale Hyperparameters Via Automated Learning Algorithm, Bin Gu, Guodong Liu, Yanfu Zhang, Xiang Geng, Heng Huang
Machine Learning Faculty Publications

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