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Bibliographia Humboldtiana Index

Bibliographia Humboldtiana

III. Publications by Research Awardees in 2016

Computer science, information science, statistics

Schölkopf, Prof. Dr. Bernhard

Max-Planck-Institut für Intelligente Systeme, Germany
Field of research: Computer and information science

  • Bernhard Schölkopf, David W. Hogg, Dun Wang, Daniel Foreman-Mackey, Dominik Janzing, Carl-Johann Simon-Gabriel, and Jonas Peters: Modeling confounding by half-sibling regression. In: Proceedings of the National Academy of Science (PNAS). 27, 2016, p. 7391 - 7398 [machine learning causal inference astronomy exoplanet detection systematic error modeling].

  • Daniel Foreman-Mackey, Timothy D. Morton, David W. Hogg, Eric Agol, and Bernhard Schölkopf: The population of long-period transiting exoplanets. In: The Astronomical Journal. 152, 2016, p. 206 [catalogs methods: data analysis methods: statistical planetary systems stars: statistics].

  • Dun Wang, David W. Hogg, Daniel Foreman-Mackey, and Bernhard Schölkopf: A causal, data-driven approach to modeling the Kepler data. In: Publications of the Astronomical Society of the Pacific. 128, 2016, p. 094503 [methods: data analysis].

  • Carl-Johann Simon-Gabriel*, Adam Ścibior*, Ilya Tolstikhin, and Bernhard Schölkopf: Consistent Kernel Mean Estimation for Functions of Random Variables. In: Advances in Neural Information Processing Systems 29. 2016, p. 1732 - 1740.