Dominik Janzing is a researcher affiliated with Amazon in the United States, specializing in the field of computer science with a strong focus on artificial intelligence, statistics and probability, and several related subfields.
Their research primarily addresses topics such as Bayesian modeling and causal inference, advanced causal inference techniques, explainable artificial intelligence (XAI), statistical methods and inference, anomaly detection techniques and applications, generative adversarial networks and image synthesis, and fault detection and control systems.
Dominik Janzing has published extensively, contributing 58 research works mainly categorized under computer science. Within this broad domain, 46 publications relate to artificial intelligence, 15 to statistics and probability, 5 to computer vision and pattern recognition, and smaller numbers focusing on signal processing and control and systems engineering.
Their frequent publication venues include:
Some noteworthy recent papers include:
Their collaborative network includes frequent co-authors such as Bernhard Schölkopf, Atalanti A. Mastakouri, Patrick Blöbaum, Francesco Locatello, and Michel Besserve.
Jonas Peters;Dominik Janzing;Bernhard Schölkopf
Patrik O. Hoyer;Dominik Janzing;Joris M. Mooij;Jonas Peters
Jonas Peters;Dominik Janzing;Bernhard Schölkopf
Niki Kilbertus;Mateo Rojas-Carulla;Giambattista Parascandolo;Moritz Hardt
Kun Zhang;Jonas Peters;Dominik Janzing;Bernhard Schölkopf
Jonas Peters;Joris M. Mooij;Dominik Janzing;Bernhard Schölkopf
Joris M. Mooij;Jonas Peters;Dominik Janzing;Jakob Zscheischler
Dominik Janzing;Jonas Peters;Eleni Sgouritsa;Kun Zhang
Dominik Janzing;Pawel Wocjan;Robert Zeier;Rubino Geiss
Dominik Janzing;Joris Mooij;Kun Zhang;Jan Lemeire
D Janzing;B Schölkopf
Dominik Janzing;David Balduzzi;Moritz Grosse-Wentrup;Bernhard Schölkopf
Bernhard Schoelkopf;Dominik Janzing;Jonas Peters;Eleni Sgouritsa
J. Peters;D. Janzing;B. Scholkopf
Povilas Daniušis;Dominik Janzing;Joris Mooij;Jakob Zscheischler
Dominik Janzing;Lenon Minorics;Patrick Blöbaum
Katja Ried;Katja Ried;Megan Agnew;Lydia Vermeyden;Dominik Janzing
Joris Mooij;Dominik Janzing;Jonas Peters;Bernhard Schölkopf
Oliver Stegle;Dominik Janzing;Kun Zhang;Joris M. Mooij
Jonas Peters;Joris M. Mooij;Dominik Janzing;Bernhard Schölkopf
Kun Zhang;Jonas Peters;Dominik Janzing;Bernhard Schoelkopf
Jonas Peters;Dominik Janzing;Bernhard Schölkopf
Dominik Janzing;Bernhard Schoelkopf
Dominik Janzing;Pawel Wocjan;Robert Zeier;Rubino Geiss
Dominik Janzing;Moritz Grosse-Wentrup;Bernhard Scholkopf;David Balduzzi
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