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Yiqiao Zhong

How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes

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Apr 04, 2024
Harmon Bhasin, Timothy Ossowski, Yiqiao Zhong, Junjie Hu

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Uncovering hidden geometry in Transformers via disentangling position and context

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Oct 07, 2023
Jiajun Song, Yiqiao Zhong

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Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage

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Jun 06, 2023
Yu Gui, Cong Ma, Yiqiao Zhong

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Tractability from overparametrization: The example of the negative perceptron

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Oct 28, 2021
Andrea Montanari, Yiqiao Zhong, Kangjie Zhou

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The Interpolation Phase Transition in Neural Networks: Memorization and Generalization under Lazy Training

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Jul 25, 2020
Andrea Montanari, Yiqiao Zhong

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A Selective Overview of Deep Learning

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Apr 15, 2019
Jianqing Fan, Cong Ma, Yiqiao Zhong

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Robust high dimensional factor models with applications to statistical machine learning

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Aug 12, 2018
Jianqing Fan, Kaizheng Wang, Yiqiao Zhong, Ziwei Zhu

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Differentially Private Data Releasing for Smooth Queries with Synthetic Database Output

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Jan 06, 2014
Chi Jin, Ziteng Wang, Junliang Huang, Yiqiao Zhong, Liwei Wang

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