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List of works by Dominik Janzing

Algorithmic independence of initial condition and dynamical law in thermodynamics and causal inference ⬇️

Avoiding Discrimination through Causal Reasoning ⬇️

scientific article published in January 2017

Causal Inference on Discrete Data Using Additive Noise Models ⬇️

scientific article published on April 5, 2011

Detecting Confounding in Multivariate Linear Models via Spectral Analysis

Entropy of Entanglement

Identification of causal relations in neuroimaging data with latent confounders: An instrumental variable approach

scientific article

Information-geometric approach to inferring causal directions

article published in 2012

Kernel Methods for Detecting the Direction of Time Series

Modeling confounding by half-sibling regression

scientific article published on July 2016

Semi-supervised Learning in Causal and Anticausal Settings

article

Thermodynamic efficiency of information and heat flow

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