← All authors Dominik Janzing Amazon (United States) (per OpenAlex) · OpenAlex
24 papers in scope · 23 published · 1 on the econ.EM arXiv · 1,480 citations · h-index 14 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Manuel Quintero Advik Shreekumar William Stephenson Tamara Broderick Emre Kıcıman Amit Sharma Victor Quintas-Martinez Siyi Luo Victor Chernozhukov Vasilis Syrgkanis Eduardo Santiago David Heckerman Jeff Mu Mohammad Taha Bahadori Iván Fernández-Val Whitney K. Newey Carlos Cinelli Ye Luo Christian Hansen Alexandre Belloni Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (1 of 24)
Toward Falsifying Causal Graphs Using a Permutation-Based Test
published 2025 · Proceedings of the AAAI Conference on Artificial Intelligence · 7 citations · first circulated 2023
working paper 2024 · arXiv
A phenomenological account for causality in terms of elementary actions
published 2024 · Journal of Causal Inference · 1 citations
with Sergio Hernan Garrido Mejia
A Theory of Independent Mechanisms for Extrapolation in Generative Models
published 2021 · Proceedings of the AAAI Conference on Artificial Intelligence · 14 citations · first circulated 2020
Causal versions of maximum entropy and principle of insufficient reason
published 2021 · Journal of Causal Inference · 7 citations
Feature relevance quantification in explainable AI: A causal problem
published 2019 · International Conference on Artificial Intelligence and Statistics · 156 citations
Analysis of cause-effect inference by comparing regression errors
published 2019 · PeerJ Computer Science · 47 citations · first circulated 2018
Tools for causal inference from cross-sectional innovation surveys with continuous or discrete variables: Theory and applications
published 2018 · Cuadernos de Economía · 19 citations
with Alex Coad, Paul Nightingale
Detecting Confounding in Multivariate Linear Models via Spectral Analysis
published 2017 · Journal of Causal Inference · 18 citations
Modeling confounding by half-sibling regression
published 2016 · Proceedings of the National Academy of Sciences · 67 citations
Identification of causal relations in neuroimaging data with latent confounders: An instrumental variable approach
published 2015 · NeuroImage · 45 citations
Causal discovery with continuous additive noise models
published 2014 · Journal of Machine Learning Research · 284 citations · first circulated 2013
Quantifying causal influences
published 2013 · The Annals of Statistics
Quantifying Causual Influences
published 2013 · The Annals of Statistics
with David Balduzzi, Moritz Grosse-Wentrup, Bernhard Schoelkopf
no link
On causal and anticausal learning
published 2012 · International Conference on Machine Learning · 232 citations
Invariant Gaussian Process Latent Variable Models and Application in Causal Discovery
published 2012 · Uncertainty in Artificial Intelligence · 9 citations
with Kun Zhang, Bernhard Schoelkopf
Causal Inference on Discrete Data Using Additive Noise Models
published 2011 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 148 citations
Probabilistic latent variable models for distinguishing between cause and effect
published 2010 · Neural Information Processing Systems · 95 citations
no link
Causal Inference Using the Algorithmic Markov Condition
published 2010 · IEEE Transactions on Information Theory · 228 citations · first circulated 2008
Causal reasoning by evaluating the complexity of conditional densities with kernel methods
published 2008 · Neurocomputing · 28 citations
Ergodic Quantum Computing
published 2005 · Quantum Information Processing · 33 citations · first circulated 2004
with Paweł Wocjan
Treating the Independent Set Problem by 2D Ising Interactions with Adiabatic Quantum Computing
published 2003 · Quantum Information Processing · 2 citations
with Paweł Wocjan, Thomas Beth
Algorithms for Quantum Systems — Quantum Algorithms
published 2003 · Quantum Information Processing · 2 citations
with T. Beth, Markus Grassl, Martin Rötteler, Paweł Wocjan, Robert Zeier
Quasi-order of clocks and their synchronism and quantum bounds for copying timing information
published 2003 · IEEE Transactions on Information Theory · 38 citations · first circulated 2001
with T. Beth, Thomas Beth
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