People

Niklas Pfister

assistant professor

University of Copenhagen

Niklas's P1 Publications

Learning by Doing: Controlling a Dynamical System using Causality, Control, and Reinforcement Learning

Sebastian Weichwald, Søren W. Mogensen, Tabitha E. Lee, Dominik Baumann, Oliver Kroemer, Isabelle Guyon, Sebastian Trimpe, Jonas Peters, Niklas Pfister

Identifiability of Sparse Causal Effects using Instrumental Variables
Niklas Pfister, Jonas Peters
A causal framework for distribution generalization
Rune Christiansen, Niklas Pfister, Martin E. Jakobsen, Nicola Gnecco, Jonas Peters
Exploiting Independent Instruments: Identification and Distribution Generalization
Sorawit Saengkyongam, Leonard Henckel, Niklas Pfister, Jonas Peters

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People

Niklas Pfister

assistant professor

University of Copenhagen

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Collaboratories

CX

Causality and explainability

Niklas's P1 Publications

Learning by Doing: Controlling a Dynamical System using Causality, Control, and Reinforcement Learning

Identifiability of Sparse Causal Effects using Instrumental Variables

A causal framework for distribution generalization

Exploiting Independent Instruments: Identification and Distribution Generalization