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03/02/2023
Why (and When) does Local SGD Generalize Better than SGD?
Local SGD is a communication-efficient variant of SGD for large-scale tr...
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10/11/2022
A Kernel-Based View of Language Model Fine-Tuning
It has become standard to solve NLP tasks by fine-tuning pre-trained lan...
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04/26/2019
On Exact Computation with an Infinitely Wide Neural Net
How well does a classic deep net architecture like AlexNet or VGG19 clas...
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01/14/2016
Linear Algebraic Structure of Word Senses, with Applications to Polysemy
Word embeddings are ubiquitous in NLP and information retrieval, but it'...
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02/12/2015
