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A Universal Trade-off Between the Model Size, Test Loss, and Training Loss of Linear Predictors


Jul 23, 2022
Nikhil Ghosh, Mikhail Belkin


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Deconstructing Distributions: A Pointwise Framework of Learning


Feb 20, 2022
Gal Kaplun, Nikhil Ghosh, Saurabh Garg, Boaz Barak, Preetum Nakkiran

* GK and NG contributed equally 

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The Three Stages of Learning Dynamics in High-Dimensional Kernel Methods


Nov 13, 2021
Nikhil Ghosh, Song Mei, Bin Yu


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Landmark Ordinal Embedding


Oct 27, 2019
Nikhil Ghosh, Yuxin Chen, Yisong Yue

* NeurIPS 2019 

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