aMP : Deep learning framework to characterize meiosis progression timeline in tetraploid Arabidopsis thaliana

von Ghosh, Ankit
Veröffentlicht 2024

MatrixCalculus.org – Computing Derivatives of Matrix and Tensor Expressions

von Laue, Sören
Veröffentlicht in ECML PKDD (4. : 2019 : Würzburg) Machine learning and knowledge discovery in databases ; Part 3 (2020)

GENO - GENERIC OPTIMIZATION FOR CLASSICAL MACHINE LEARNING

von Laue, Soeren
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 3 of 20 (2020)

Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption

von Mitterreiter, Matthias
Veröffentlicht in AAAI Conference on Artificial Intelligence (37. : 2023 : Washington, DC; Online) 37th AAAI Conference on Artificial Intelligence (AAAI-23) ; Volume 8, part 1 of 2 (2023)

Convexity Certificates from Hessians

von Klaus, Julien
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 10 of 50 (2023)

Optimization algorithms for machine learning

von Laue, Sören
Veröffentlicht 2019

Robust and trustworthy deep learning-based disease detection and risk assessment on MRI and histopathological images that exceeds predictive performance of human experts

von Westhäußer, Fabian
Veröffentlicht 2024