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Ludwig Winkler
Ludwig Winkler
TU Berlin - Machine Learning Group
Verified email at tu-berlin.de - Homepage
Title
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Cited by
Year
Towards CRISP-ML (Q): a machine learning process model with quality assurance methodology
S Studer, TB Bui, C Drescher, A Hanuschkin, L Winkler, S Peters, ...
Machine learning and knowledge extraction 3 (2), 392-413, 2021
1942021
Automatic detection and analysis of photovoltaic modules in aerial infrared imagery
S Dotenco, M Dalsass, L Winkler, T Würzner, C Brabec, A Maier, ...
2016 IEEE Winter Conference on Applications of Computer Vision (WACV), 1-9, 2016
912016
Unobtrusive heart rate estimation during physical exercise using photoplethysmographic and acceleration data
P Mullan, CM Kanzler, B Lorch, L Schroeder, L Winkler, L Laich, F Riedel, ...
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
202015
High-fidelity molecular dynamics trajectory reconstruction with bi-directional neural networks
L Winkler, KR Müller, HE Sauceda
Machine Learning: Science and Technology 3 (2), 025011, 2022
92022
Stochastic Control for Bayesian Neural Network Training
L Winkler, C Ojeda, M Opper
Entropy 24 (8), 1097, 2022
52022
A score-based approach for training schrödinger bridges for data modelling
L Winkler, C Ojeda, M Opper
Entropy 25 (2), 316, 2023
42023
Interpolating Nonadiabatic Molecular Dynamics Hamiltonian with Bidirectional Long Short-Term Memory Networks
B Wang, L Winkler, Y Wu, KR Müller, HE Sauceda, OV Prezhdo
The Journal of Physical Chemistry Letters 14 (31), 7092-7099, 2023
32023
Fast and Unified Path Gradient Estimators for Normalizing Flows
L Vaitl, L Winkler, L Richter, P Kessel
arXiv preprint arXiv:2403.15881, 2024
2024
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Articles 1–8