Bernhard Schölkopf

Publications by Year

Research Areas

Explainable Artificial Intelligence (XAI), Generative Adversarial Networks and Image Synthesis, Advanced Causal Inference Techniques, Bayesian Modeling and Causal Inference, Machine Learning in Materials Science

Most-Cited Works

• → Correcting Sample Selection Bias by Unlabeled Data(2007)1,546 cited
• → Sparse Attention Post-Training for Mechanistic Interpretability(2025)
• → Do-PFN: In-Context Learning for Causal Effect Estimation(2025)