Andreas Krause

11

Papers

43

Total Citations

Papers (11)

Standardizing Structural Causal Models

Learning Safety Constraints for Large Language Models

Composing Unbalanced Flows for Flexible Docking and Relaxation

Active Fine-Tuning of Multi-Task Policies

Provable Maximum Entropy Manifold Exploration via Diffusion Models

Generative Intervention Models for Causal Perturbation Modeling

SHAP values via sparse Fourier representation

NeurIPS 2025arXiv

SonoGym: High Performance Simulation for Challenging Surgical Tasks with Robotic Ultrasound

Geometric Active Exploration in Markov Decision Processes: the Benefit of Abstraction

Global Reinforcement Learning : Beyond Linear and Convex Rewards via Submodular Semi-gradient Methods

Model-Based RL for Mean-Field Games is not Statistically Harder than Single-Agent RL