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20192021
most citedLeast Squares Regression with Markovian Data: Fundamental Limits and Algorithms

6 citations · 6 across the 2 of their papers we have counts for

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stat.ML2020

Sharp Representation Theorems for ReLU Networks with Precise Dependence on Depth

Guy Bresler, Dheeraj Nagaraj

We prove sharp dimension-free representation results for neural networks with ReLU layers under square loss for a class of functions defined in the paper. These…