DEPARTMENTS
Emperical Interference
Haptic Intelligence
Modern Magnetic Systems
Perceiving Systems
Physical Intelligence
Robotic Materials
Social Foundations of Computation
Research Groups
Autonomous Vision
Autonomous Learning
Bioinspired Autonomous Miniature Robots
Dynamic Locomotion
Embodied Vision
Human Aspects of Machine Learning
Intelligent Control Systems
Learning and Dynamical Systems
Locomotion in Biorobotic and Somatic Systems
Micro, Nano, and Molecular Systems
Movement Generation and Control
Neural Capture and Synthesis
Physics for Inference and Optimization
Organizational Leadership and Diversity
Probabilistic Learning Group
Topics
Robot Learning
Conference Paper
2022
Autonomous Learning
Robotics
AI
Career
Award
Empirical Inference
Robust Machine Learning
Conference Paper
Identifiable Exchangeable Mechanisms for Causal Structure and Representation Learning
Reizinger, P., Guo, S., Huszár, F., Schölkopf, B., Brendel, W.
The Thirteenth International Conference on Learning Representations (ICLR), April 2025, Accepted (Accepted)
BibTeX
Empirical Inference
Robust Machine Learning
Conference Paper
Cross-Entropy Is All You Need to Invert the Data Generating Process
Reizinger*, P., Bizeul*, A., Juhos*, A., Vogt, J. E., Balestriero, R., Brendel, W., Klindt, D.
The Thirteenth International Conference on Learning Representations (ICLR), April 2025, *equal contribution, Accepted (Accepted)
BibTeX
Empirical Inference
Robust Machine Learning
Conference Paper
Interaction Asymmetry: A General Principle for Learning Composable Abstractions
Brady*, J., von Kügelgen, J., Lachapelle, S., Buchholz, S., Kipf, T., Brendel, W.
The Thirteenth International Conference on Learning Representations (ICLR), April 2025, Accepted (Accepted)
BibTeX