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11/29/2022
Infinite-width limit of deep linear neural networks
This paper studies the infinite-width limit of deep linear neural networ...
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12/09/2021
Effective dimension of machine learning models
Making statements about the performance of trained models on tasks invol...
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10/30/2020
The power of quantum neural networks
Fault-tolerant quantum computers offer the promise of dramatically impro...
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01/29/2020
A scale-dependent notion of effective dimension
We introduce a notion of "effective dimension" of a statistical model ba...
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05/13/2018
