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
49 items
PEFT-Arena: Understanding Parameter-Efficient Finetuning from a Stability-Plasticity Perspective
2026
Cited
0
Learning to Reason Efficiently with A* Post-Training
2026
Cited
0
Riemannian Networks over Full-Rank Correlation Matrices
2026
Cited
0
Learning POMDP World Models from Observations with Language-Model Priors
2026
Cited
0
Mechanism Design Is Not Enough: Prosocial Agents for Cooperative AI
2026
Cited
0
Adaptive Inverted-Index Routing for Granular Mixtures-of-Experts
2026
Cited
0
Neural Posterior Estimation of Terrain Parameters from Radar Sounder Data
2026
Cited
0
Trustworthy AI Suffers from Invariance Conflicts and Causality is The Solution
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