Simon Omlor

most citedBounding the Width of Neural Networks via Coupled Initialization -- A Worst Case Analysis

3 citations · 3 across the 2 of their papers we have counts for

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cs.DS2023

Almost Linear Constant-Factor Sketching for $ℓ_{1}$ and Logistic Regression

Alexander Munteanu, Simon Omlor, David Woodruff

We improve upon previous oblivious sketching and turnstile streaming results for $ℓ_{1}$ and logistic regression, giving a much smaller sketching dimension achieving $O (1)$ -approx…

Almost Linear Constant-Factor Sketching for ℓ1​ and Logistic Regression

Almost Linear Constant-Factor Sketching for $ℓ_{1}$ and Logistic Regression