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

Co-authors

108

list available

Publications

72 items

DSReg: Provably Recovering Individual World Latents without Reconstruction

2026

Cited

When Forgetting is not Catastrophic: On the Mechanics of Spurious Forgetting

2026

Cited

WAMJET: A Harness for World Action Model Acceleration

2026

Cited

CIDER-FM: Foundation Models for Causal Inference from Diverse Experimental Regimes

2026

Cited

ABC: Advantage-Based Control Variates for Reinforcement Learning with Verifiable Rewards

2026

Cited

RAPTOR: Role-Aware Private Training for Mixture-of-Experts

2026

Cited

How Do Linear Probes Emerge? A Circuit-Tracing Framework with Concept-Targeted Attribution

2026

Cited

LAION-BVD: A 10-Million-Hour Open Video Dataset for Multimodal Pre-training

2026

Cited

Co-authors

17 total

Alex Smola

Boson AI

Dominik Janzing

Amazon Development Center, Tuebingen

Arthur Gretton

Gatsby Computational Neuroscience Unit and Google Deepmind

Klaus-Robert Müller

TU Berlin & Korea University & Google DeepMind & Max Planck Institute for Informatics, Germany

Gunnar Rätsch

Professor, ETH Zürich

Stefan Bauer

Helmholtz | TUM | CIFAR

Jason Weston