Bernhard Schölkopf

14

Papers

64

Total Citations

Papers (14)

Ghost on the Shell: An Expressive Representation of General 3D Shapes

Do-PFN: In-Context Learning for Causal Effect Estimation

Identifying Policy Gradient Subspaces

The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks.

Out-of-Variable Generalisation for Discriminative Models

Generative Intervention Models for Causal Perturbation Modeling

The Directionality of Optimization Trajectories in Neural Networks

Preference Elicitation for Offline Reinforcement Learning

Geometry-Aware Instrumental Variable Regression

Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?

GraphDreamer: Compositional 3D Scene Synthesis from Scene Graphs

Detecting and Identifying Selection Structure in Sequential Data

Robustness of Nonlinear Representation Learning

Provable Privacy with Non-Private Pre-Processing