E-LIB Suche - Ergebnisse für: Berner, Julius

1

The Modern Mathematics of Deep Learning:

, In: Mathematical Aspects of Deep Learning,

Berner, Julius ; Grohs, Philipp ; Kutyniok, Gitta. - p. 1-111 , 2022

Link: https://doi.org/10.1017/..

2

Group Testing for SARS-CoV-2 Allows for Up to 10-Fold Effic..:

Verdun, Claudio M. ; Fuchs, Tim ; Harar, Pavol...
Frontiers in Public Health. 9 (2021) - p. , 2021

Link: https://doi.org/10.3389/..

3

Analysis of the Generalization Error: Empirical Risk Minimi..:

Berner, Julius ; Grohs, Philipp ; Jentzen, Arnulf
SIAM Journal on Mathematics of Data Science. 2 (2020) 3 - p. 631-657 , 2020

Link: https://doi.org/10.1137/..

4

Towards a regularity theory for ReLU networks – chain rule ..:

, In: 2019 13th International conference on Sampling Theory and Applications (SampTA),

Berner, Julius ; Elbrachter, Dennis ; Grohs, Philipp. - p. 1-5 , 2019

Link: https://doi.org/10.1109/..

5

Mathematical Capabilities of ChatGPT:

Frieder, Simon ; Pinchetti, Luca ; Chevalier, Alexis...
http://arxiv.org/abs/2301.13867. , 2023

Link: http://arxiv.org/abs/230..

6

Large Language Models for Mathematicians:

Frieder, Simon ; Berner, Julius ; Petersen, Philipp.
http://arxiv.org/abs/2312.04556. , 2023

Link: http://arxiv.org/abs/231..

7

Improved sampling via learned diffusions:

Richter, Lorenz ; Berner, Julius ; Liu, Guan-Horng
http://arxiv.org/abs/2307.01198. , 2023

Link: http://arxiv.org/abs/230..

8

Learning ReLU networks to high uniform accuracy is intracta..:

Berner, Julius ; Grohs, Philipp ; Voigtlaender, Felix
http://arxiv.org/abs/2205.13531. , 2022

Link: http://arxiv.org/abs/220..

9

Robust SDE-Based Variational Formulations for Solving Linea..:

Richter, Lorenz ; Berner, Julius
http://arxiv.org/abs/2206.10588. , 2022

Link: http://arxiv.org/abs/220..

10

An optimal control perspective on diffusion-based generativ..:

Berner, Julius ; Richter, Lorenz ; Ullrich, Karen
http://arxiv.org/abs/2211.01364. , 2022

Link: http://arxiv.org/abs/221..

11

Group Testing for SARS-CoV-2 Allows for Up to 10-Fold Effic..:

Verdun, Claudio M ; Fuchs, Tim ; Harar, Pavol...
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8416485/. , 2021

Link: http://www.ncbi.nlm.nih...

12

Group Testing for SARS-CoV-2 Allows for Up to 10-Fold Effic..:

Verdun, Claudio Mayrink ; Fuchs, Tim ; Harár, Pavol...
Frontiers in Public Health. , 2021

Link: http://hdl.handle.net/11..

13

The Modern Mathematics of Deep Learning:

Berner, Julius ; Grohs, Philipp ; Kutyniok, Gitta.
http://arxiv.org/abs/2105.04026. , 2021

Link: http://arxiv.org/abs/210..

14

Group Testing for SARS-CoV-2 Allows for Up to 10-Fold Effic..:

Verdun, Claudio M ; Fuchs, Tim ; Harar, Pavol...
https://mediatum.ub.tum.de/1725511. , 2021

Link: https://mediatum.ub.tum...

15

Numerically Solving Parametric Families of High-Dimensional..:

Berner, Julius ; Dablander, Markus ; Grohs, Philipp
http://arxiv.org/abs/2011.04602. , 2020

Link: http://arxiv.org/abs/201..