Simon Omlor

发表

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

David P. Woodruff, Zhao Song, Alexander Munteanu, 2022, ICML.

Oblivious Sketching for Logistic Regression pdf

David P. Woodruff, Alexander Munteanu, Simon Omlor, 2021, ICML.

p-Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets

Alexander Munteanu, Simon Omlor, Christian Peters, 2022, AISTATS.

Almost Linear Constant-Factor Sketching for 𝓁1 and Logistic Regression

David P. Woodruff, Alexander Munteanu, Simon Omlor, 2023, ICLR.