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Lin Xiao

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Pairwise Instance Relation Augmentation for Long-tailed Multi-label Text Classification

Nov 19, 2022
Lin Xiao, Pengyu Xu, Liping Jing, Xiangliang Zhang

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Linear Convergence of Natural Policy Gradient Methods with Log-Linear Policies

Oct 04, 2022
Rui Yuan, Simon S. Du, Robert M. Gower, Alessandro Lazaric, Lin Xiao

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Faster Last-iterate Convergence of Policy Optimization in Zero-Sum Markov Games

Oct 04, 2022
Shicong Cen, Yuejie Chi, Simon S. Du, Lin Xiao

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Grad-GradaGrad? A Non-Monotone Adaptive Stochastic Gradient Method

Jun 14, 2022
Aaron Defazio, Baoyu Zhou, Lin Xiao

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BiT: Robustly Binarized Multi-distilled Transformer

May 25, 2022
Zechun Liu, Barlas Oguz, Aasish Pappu, Lin Xiao, Scott Yih, Meng Li, Raghuraman Krishnamoorthi, Yashar Mehdad

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On Continual Model Refinement in Out-of-Distribution Data Streams

May 04, 2022
Bill Yuchen Lin, Sida Wang, Xi Victoria Lin, Robin Jia, Lin Xiao, Xiang Ren, Wen-tau Yih

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FedShuffle: Recipes for Better Use of Local Work in Federated Learning

Apr 27, 2022
Samuel Horváth, Maziar Sanjabi, Lin Xiao, Peter Richtárik, Michael Rabbat

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Federated Learning with Partial Model Personalization

Apr 08, 2022
Krishna Pillutla, Kshitiz Malik, Abdelrahman Mohamed, Michael Rabbat, Maziar Sanjabi, Lin Xiao

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On the Convergence Rates of Policy Gradient Methods

Jan 19, 2022
Lin Xiao

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Importance Estimation from Multiple Perspectives for Keyphrase Extraction

Nov 11, 2021
Mingyang Song, Liping Jing, Lin Xiao

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