Lorenz Linhardt

According to our database, Lorenz Linhardt authored at least 9 papers between 2018 and 2024.

Collaborative distances:

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

2024

Preemptively pruning Clever-Hans strategies in deep neural networks.

Lorenz Linhardt, Klaus-Robert Müller, Grégoire Montavon

Inf. Fusion, March, 2024

Connecting Concept Convexity and Human-Machine Alignment in Deep Neural Networks.

Teresa Dorszewski, Lenka Tetková, Lorenz Linhardt, Lars Kai Hansen

CoRR, 2024

An Analysis of Human Alignment of Latent Diffusion Models.

Lorenz Linhardt, Marco Morik, Sidney Bender, Naima Elosegui Borras

CoRR, 2024

2023

Improving neural network representations using human similarity judgments.

Lukas Muttenthaler, Lorenz Linhardt, Jonas Dippel, Robert A. Vandermeulen, Katherine L. Hermann, Andrew K. Lampinen, Simon Kornblith

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Human alignment of neural network representations.

Lukas Muttenthaler, Jonas Dippel, Lorenz Linhardt, Robert A. Vandermeulen, Simon Kornblith

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Drift Forensics of Malware Classifiers.

Theo Chow, Zeliang Kan, Lorenz Linhardt, Lorenzo Cavallaro, Daniel Arp, Fabio Pierazzi

Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security, 2023

2020

Learning Counterfactual Representations for Estimating Individual Dose-Response Curves.

Patrick Schwab, Lorenz Linhardt, Stefan Bauer, Joachim M. Buhmann, Walter Karlen

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2018

TreePOD: Sensitivity-Aware Selection of Pareto-Optimal Decision Trees.

Thomas Mühlbacher, Lorenz Linhardt, Torsten Möller, Harald Piringer

IEEE Trans. Vis. Comput. Graph., 2018

Perfect Match: A Simple Method for Learning Representations For Counterfactual Inference With Neural Networks.

Patrick Schwab, Lorenz Linhardt, Walter Karlen

CoRR, 2018