Mones Raslan

According to our database, Mones Raslan authored at least 8 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Deep Learning based Forecasting: a case study from the online fashion industry.

Manuel Kunz, Stefan Birr, Mones Raslan, Lei Ma, Zhen Li, Adèle Gouttes, Mateusz Koren, Tofigh Naghibi, Johannes Stephan, Mariia Bulycheva, Matthias Grzeschik, Armin Kekic, Michael Narodovitch, Kashif Rasul, Julian Sieber, Tim Januschowski

CoRR, 2023

2021

Approximation rates for neural networks with encodable weights in smoothness spaces.

Ingo Gühring, Mones Raslan

Neural Networks, 2021

Numerical Solution of the Parametric Diffusion Equation by Deep Neural Networks.

Moritz Geist, Philipp Petersen, Mones Raslan, Reinhold Schneider, Gitta Kutyniok

J. Sci. Comput., 2021

Topological Properties of the Set of Functions Generated by Neural Networks of Fixed Size.

Philipp Petersen, Mones Raslan, Felix Voigtländer

Found. Comput. Math., 2021

2020

Expressivity of Deep Neural Networks.

Ingo Gühring, Mones Raslan, Gitta Kutyniok

CoRR, 2020

Anisotropic multiscale systems on bounded domains.

Philipp Grohs, Gitta Kutyniok, Jackie Ma, Philipp Petersen, Mones Raslan

Adv. Comput. Math., 2020

2019

A Theoretical Analysis of Deep Neural Networks and Parametric PDEs.

Gitta Kutyniok, Philipp Petersen, Mones Raslan, Reinhold Schneider

CoRR, 2019

Approximation properties of hybrid shearlet-wavelet frames for Sobolev spaces.

Philipp Petersen, Mones Raslan

Adv. Comput. Math., 2019