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Ce Zhang

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FedHPO-B: A Benchmark Suite for Federated Hyperparameter Optimization

Jun 08, 2022
Zhen Wang, Weirui Kuang, Ce Zhang, Bolin Ding, Yaliang Li

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TransBO: Hyperparameter Optimization via Two-Phase Transfer Learning

Jun 06, 2022
Yang Li, Yu Shen, Huaijun Jiang, Wentao Zhang, Zhi Yang, Ce Zhang, Bin Cui

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Transfer Learning based Search Space Design for Hyperparameter Tuning

Jun 06, 2022
Yang Li, Yu Shen, Huaijun Jiang, Tianyi Bai, Wentao Zhang, Ce Zhang, Bin Cui

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Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees

Jun 02, 2022
Jue Wang, Binhang Yuan, Luka Rimanic, Yongjun He, Tri Dao, Beidi Chen, Christopher Re, Ce Zhang

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Decentralized Training of Foundation Models in Heterogeneous Environments

Jun 02, 2022
Binhang Yuan, Yongjun He, Jared Quincy Davis, Tianyi Zhang, Tri Dao, Beidi Chen, Percy Liang, Christopher Re, Ce Zhang

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Certifying Some Distributional Fairness with Subpopulation Decomposition

May 31, 2022
Mintong Kang, Linyi Li, Maurice Weber, Yang Liu, Ce Zhang, Bo Li

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BRIGHT -- Graph Neural Networks in Real-Time Fraud Detection

May 25, 2022
Mingxuan Lu, Zhichao Han, Susie Xi Rao, Zitao Zhang, Yang Zhao, Yinan Shan, Ramesh Raghunathan, Ce Zhang, Jiawei Jiang

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Data Debugging with Shapley Importance over End-to-End Machine Learning Pipelines

Apr 26, 2022
Bojan Karlaš, David Dao, Matteo Interlandi, Bo Li, Sebastian Schelter, Wentao Wu, Ce Zhang

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Modelling graph dynamics in fraud detection with "Attention"

Apr 22, 2022
Susie Xi Rao, Clémence Lanfranchi, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Mo Cheng, Yinan Shan, Yang Zhao, Ce Zhang

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X-CAR: An Experimental Vehicle Platform for Connected Autonomy Research Powered by CARMA

Apr 06, 2022
Goodarz Mehr, Prasenjit Ghorai, Ce Zhang, Anshul Nayak, Darshit Patel, Shathushan Sivashangaran, Azim Eskandarian

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