Bernd Rosenow

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 8

Top Topics

Correlated Noise

Machine Learning

Top Venues

Publications

Matthias Thamm, Bernd Rosenow
Topological gap protocol based machine learning optimization of Majorana hybrid wires. CoRR (2023)
Max Staats, Matthias Thamm, Bernd Rosenow
Reevaluating Loss Functions: Enhancing Robustness to Label Noise in Deep Learning Models. CoRR (2023)
Marcel Kühn, Bernd Rosenow
Correlated Noise in Epoch-Based Stochastic Gradient Descent: Implications for Weight Variances. CoRR (2023)
Roman Worschech, Bernd Rosenow
Online Learning for the Random Feature Model in the Student-Teacher Framework. CoRR (2023)
Matthias Thamm, Bernd Rosenow
Machine learning optimization of Majorana hybrid nanowires. CoRR (2022)
Max Staats, Matthias Thamm, Bernd Rosenow
Boundary between noise and information applied to filtering neural network weight matrices. CoRR (2022)
Matthias Thamm, Max Staats, Bernd Rosenow
Random matrix analysis of deep neural network weight matrices. CoRR (2022)
Frederieke Richert, Roman Worschech, Bernd Rosenow
Soft Mode in the Dynamics of Over-realizable On-line Learning for Soft Committee Machines. CoRR (2021)
Rafael Weißbach, Bernd Rosenow
Smooth Correlation Estimation with Application to Portfolio Credit Risk. GfKl (2004)