Alert button
Picture for Bernhard Schölkopf

Bernhard Schölkopf

Alert button

Skill or Luck? Return Decomposition via Advantage Functions

Feb 20, 2024
Hsiao-Ru Pan, Bernhard Schölkopf

Viaarxiv icon

Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals

Feb 18, 2024
Francesco Ortu, Zhijing Jin, Diego Doimo, Mrinmaya Sachan, Alberto Cazzaniga, Bernhard Schölkopf

Viaarxiv icon

Learning Interpretable Concepts: Unifying Causal Representation Learning and Foundation Models

Feb 14, 2024
Goutham Rajendran, Simon Buchholz, Bryon Aragam, Bernhard Schölkopf, Pradeep Ravikumar

Viaarxiv icon

Limits of Transformer Language Models on Learning Algorithmic Compositions

Feb 13, 2024
Jonathan Thomm, Aleksandar Terzic, Geethan Karunaratne, Giacomo Camposampiero, Bernhard Schölkopf, Abbas Rahimi

Viaarxiv icon

Limits of Transformer Language Models on Algorithmic Learning

Feb 08, 2024
Jonathan Thomm, Aleksandar Terzic, Geethan Karunaratne, Giacomo Camposampiero, Bernhard Schölkopf, Abbas Rahimi

Viaarxiv icon

The Essential Role of Causality in Foundation World Models for Embodied AI

Feb 06, 2024
Tarun Gupta, Wenbo Gong, Chao Ma, Nick Pawlowski, Agrin Hilmkil, Meyer Scetbon, Ade Famoti, Ashley Juan Llorens, Jianfeng Gao, Stefan Bauer, Danica Kragic, Bernhard Schölkopf, Cheng Zhang

Viaarxiv icon

A Probabilistic Model to explain Self-Supervised Representation Learning

Feb 02, 2024
Alice Bizeul, Bernhard Schölkopf, Carl Allen

Viaarxiv icon

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

Jan 31, 2024
Andreas Opedal, Alessandro Stolfo, Haruki Shirakami, Ying Jiao, Ryan Cotterell, Bernhard Schölkopf, Abulhair Saparov, Mrinmaya Sachan

Viaarxiv icon

Identifying Policy Gradient Subspaces

Jan 15, 2024
Jan Schneider, Pierre Schumacher, Simon Guist, Le Chen, Daniel Häufle, Bernhard Schölkopf, Dieter Büchler

Viaarxiv icon

RAVEN: Rethinking Adversarial Video Generation with Efficient Tri-plane Networks

Jan 11, 2024
Partha Ghosh, Soubhik Sanyal, Cordelia Schmid, Bernhard Schölkopf

Viaarxiv icon