Some recent publications:
Preprints:
Reevaluating Loss Functions: Enhancing Robustness to Label Noise in Deep Learning Models
Max Staats, Matthias Thamm, and Bernd Rosenow, arXiv preprint arXiv:2306.05497 (2023).
Correlated noise in epoch-based stochastic gradient descent: Implications for weight variances,
Marcel Kühn and Bernd Rosenow, arXiv preprint arXiv:2306.05300 (2023).
Refereed Publications:
Asymptotic generalization errors in the online learning of random feature models
Roman Worschech and Bernd Rosenow, Phys. Rev. Res,. 6 (2), L022049 (2024)
Effect of the Soliton Width on Nonequilibrium Exchange Phases of Anyons,
Matthias Thamm and Bernd Rosenow, Physical Review Letters 132, 156501 (2024)
Dynamical breaking of electron-hole symmetry in nonequilibrium chiral quantum channels
Felix Puster, Stefan G. Fischer, and Bernd Rosenow, Phys. Rev. B 109, L081112 (2024)
Topological and magnetic properties of the interacting Bernevig-Hughes-Zhang model,
R, Soni, H, Radhakrishnan, B, Rosenow, G, Alvarez, A, Del Maestro
Phys. Rev, B 109 , 245115 (2024)
Conductance based machine learning of optimal gate voltages for disordered Majorana wires,
Matthias Thamm and Bernd Rosenow, Phys. Rev, B 109, 045132 (2024)
Boundary between noise and information applied to filtering neural network weight matrices,
Max Staats, Matthias Thamm, and Bernd Rosenow, Physical Review E 108 (2), L022302 (2023)
Machine learning optimization of Majorana hybrid nanowires,
Matthias Thamm and Bernd Rosenow,
Physical Review Letters 130 (11), 116202 (2023)
A scaling function for the particle entanglement entropy of fermions
H Radhakrishnan, M Thamm, H Barghathi, B Rosenow, A Del Maestro
Journal of Statistical Mechanics: Theory and Experiment 2023 (8), 083101 (2023)
Near-frozen nonequilibrium state at high energy in an integrable system,
S.G. Fischer, Y. Meir, Y. Gefen, and B. Rosenow
Physical Review B 108 (8), L081121 (2023)
Random matrix analysis of deep neural network weight matrices, Matthias Thamm, Max Staats, and Bernd Rosenow,
Phys. Rev. E 106, 054124 (2022)
Soft mode in the dynamics of over-realizable online learning for soft committee machines
F Richert, R Worschech, B Rosenow
Physical Review E 105 (5), L052302 (2022)
Current Correlations from a Mesoscopic Anyon Collider, Bernd Rosenow, Ivan P. Levkivskyi, and Bertrand I. Halperin, Phys. Rev. Lett. 116, 156802 (2016) pdf
Enhanced bulk-edge Coulomb coupling in Fractional Fabry-Perot interferometers, C.W. von Keyserlingk, S.H. Simon, and Bernd Rosenow, Phys. Rev. Lett. 115, 126807 (2015) pdf