Bernhard Schölkopf
Scholar

Bernhard Schölkopf

Google Scholar ID: DZ-fHPgAAAAJ
Director, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETH
Machine LearningCausal InferenceArtificial IntelligenceComputational PhotographyStatistics
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Citations & Impact
All-time
Citations
119,231
 
H-index
134
 
i10-index
650
 
Publications
20
 
Co-authors
108
list available
Contact
No contact links provided.
Publications
38 items
Rethinking Easy-to-Hard: Limits of Curriculum Learning in Post-Training for Deductive Reasoning
2026
Cited
0
Computational Arbitrage in AI Model Markets
2026
Cited
0
CLT-Forge: A Scalable Library for Cross-Layer Transcoders and Attribution Graphs
2026
Cited
0
Deriving Hyperparameter Scaling Laws via Modern Optimization Theory
2026
Cited
0
When Do Language Models Endorse Limitations on Human Rights Principles?
2026
Cited
0
Rigidity-Aware Geometric Pretraining for Protein Design and Conformational Ensembles
2026
Cited
0
Hyperbolic Busemann Neural Networks
2026
Cited
0
Preserving Historical Truth: Detecting Historical Revisionism in Large Language Models
2026
Cited
0
Resume (English only)
Co-authors
108 total
Alex Smola
Alex Smola
Boson AI
Dominik Janzing
Dominik Janzing
Amazon Development Center, Tuebingen
Arthur Gretton
Arthur Gretton
Gatsby Computational Neuroscience Unit and Google Deepmind
Klaus-Robert Müller
Klaus-Robert Müller
TU Berlin & Korea University & Google DeepMind & Max Planck Institute for Informatics, Germany
Gunnar Rätsch
Gunnar Rätsch
Professor, ETH Zürich
Co-author 6
Co-author 6
Stefan Bauer
Stefan Bauer
Helmholtz | TUM | CIFAR
Jason Weston
Jason Weston
Meta