Simon Omlor

Joined

May 2021

Names

Simon Omlor (Preferred)

Emails

****@gmx.de (Confirmed)

,

****@tu-dortmund.de (Confirmed)

Personal Links

Career & Education History

PhD student

TU Dortmund (tu-dortmund.de)

2020 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Alexander Munteanu

2020 – 2023

PhD Advisor

2018 – 2020

Expertise

No areas of expertise listed

Publications

Scalable Learning of Multivariate Distributions via Coresets
Zeyu Ding, Katja Ickstadt, Nadja Klein, Alexander Munteanu, Simon Omlor
- AISTATS 2026 Poster
- Readers: Everyone
NTK with Convex Two-Layer ReLU Networks
Alexander Munteanu, Simon Omlor
- Submitted to ICLR 2026
- Readers: Everyone
Optimal bounds for $\ell_p$ sensitivity sampling via $\ell_2$ augmentation
Alexander Munteanu, Simon Omlor
- ICML 2024 Poster
- Readers: Everyone
Turnstile $\ell_p$ leverage score sampling with applications
Alexander Munteanu, Simon Omlor
- ICML 2024 Poster
- Readers: Everyone
Almost Linear Constant-Factor Sketching for $\ell_1$ and Logistic Regression
Alexander Munteanu, Simon Omlor, David Woodruff
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Bounding the Width of Neural Networks via Coupled Initialization A Worst Case Analysis
Alexander Munteanu, Simon Omlor, Zhao Song, David P. Woodruff
- 2022 (modified: 31 Mar 2023)
- ICML 2022
- Readers: Everyone
p-Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets
Alexander Munteanu, Simon Omlor, Christian Peters
- 2022 (modified: 31 Mar 2023)
- AISTATS 2022
- Readers: Everyone
Oblivious Sketching for Logistic Regression
Alexander Munteanu, Simon Omlor, David P. Woodruff
- 2021 (modified: 15 May 2022)
- ICML 2021
- Readers: Everyone
Scheduling with Non-renewable Resources: Minimizing the Sum of Completion Times
Kristóf Bérczi, Tamás Király, Simon Omlor
- 2020 (modified: 02 Nov 2022)
- ISCO 2020
- Readers: Everyone
Scheduling with Non-Renewable Resources: Minimizing the Sum of Completion Times
Kristóf Bérczi, Tamás Király, Simon Omlor
- 2019 (modified: 02 Nov 2022)
- CoRR 2019
- Readers: Everyone

View all 11 publications

Co-Authors