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Cho-Jui Hsieh

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Federated Learning with Projected Trajectory Regularization

Dec 22, 2023
Tiejin Chen, Yuanpu Cao, Yujia Wang, Cho-Jui Hsieh, Jinghui Chen

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PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models

Dec 06, 2023
Wei-Cheng Chang, Jyun-Yu Jiang, Jiong Zhang, Mutasem Al-Darabsah, Choon Hui Teo, Cho-Jui Hsieh, Hsiang-Fu Yu, S. V. N. Vishwanathan

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A Computationally Efficient Sparsified Online Newton Method

Nov 16, 2023
Fnu Devvrit, Sai Surya Duvvuri, Rohan Anil, Vineet Gupta, Cho-Jui Hsieh, Inderjit Dhillon

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Improving the Generation Quality of Watermarked Large Language Models via Word Importance Scoring

Nov 16, 2023
Yuhang Li, Yihan Wang, Zhouxing Shi, Cho-Jui Hsieh

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Automatic Engineering of Long Prompts

Nov 16, 2023
Cho-Jui Hsieh, Si Si, Felix X. Yu, Inderjit S. Dhillon

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Stochastic Optimization for Non-convex Problem with Inexact Hessian Matrix, Gradient, and Function

Oct 18, 2023
Liu Liu, Xuanqing Liu, Cho-Jui Hsieh, Dacheng Tao

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Randomized Benchmarking of Local Zeroth-Order Optimizers for Variational Quantum Systems

Oct 14, 2023
Lucas Tecot, Cho-Jui Hsieh

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Why Does Sharpness-Aware Minimization Generalize Better Than SGD?

Oct 11, 2023
Zixiang Chen, Junkai Zhang, Yiwen Kou, Xiangning Chen, Cho-Jui Hsieh, Quanquan Gu

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MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering

Oct 08, 2023
Xiusi Chen, Jyun-Yu Jiang, Wei-Cheng Chang, Cho-Jui Hsieh, Hsiang-Fu Yu, Wei Wang

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Representer Point Selection for Explaining Regularized High-dimensional Models

May 31, 2023
Che-Ping Tsai, Jiong Zhang, Eli Chien, Hsiang-Fu Yu, Cho-Jui Hsieh, Pradeep Ravikumar

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