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
Google Scholar↗
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
62 items
From Observation to Insight: Mechanistic World Models and the Quest for Autonomous Discovery
2026
Cited
0
What Does a Discrete Diffusion Model Learn?
2026
Cited
0
When Agents Lie: Premeditation, Persistence, and Exploitation in Repeated Games
2026
Cited
0
PruneGround: Plug-and-play Spatial Pruning for 3D Visual Grounding
2026
Cited
0
Transferability for General Reasoning: An Automated Curriculum for Multi-Domain RLVR
2026
Cited
0
Trajectory Forcing: Structure-First Generation with Controllable Semantic Trajectories
2026
Cited
0
Direct Advantage Estimation for Scalable and Sample-efficient Deep Reinforcement Learning
2026
Cited
0
On the Variance of Temporal Difference Learning and its Reduction Using Control Variates
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