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Ruoqi Shen

Positional Description Matters for Transformers Arithmetic

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Nov 22, 2023
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FiLM: Fill-in Language Models for Any-Order Generation

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Oct 15, 2023
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Algorithmic Aspects of the Log-Laplace Transform and a Non-Euclidean Proximal Sampler

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Feb 22, 2023
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How to Fine-Tune Vision Models with SGD

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Nov 17, 2022
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Condition-number-independent Convergence Rate of Riemannian Hamiltonian Monte Carlo with Numerical Integrators

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Oct 13, 2022
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Private Convex Optimization in General Norms

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Jul 18, 2022
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Data Augmentation as Feature Manipulation: a story of desert cows and grass cows

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Mar 03, 2022
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On Optimal Early Stopping: Over-informative versus Under-informative Parametrization

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Feb 23, 2022
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Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space

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Feb 03, 2022
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Analysis of Langevin Monte Carlo from Poincaré to Log-Sobolev

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Dec 23, 2021
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