ICML 2015poster12 citations
Removing systematic errors for exoplanet search via latent causes
Bernhard Schölkopf, David Hogg, Dun Wang, Dan Foreman-Mackey, Dominik Janzing, Carl-Johann Simon-Gabriel, Jonas Peters
Abstract
We describe a method for removing the effect of confounders in order to reconstruct a latent quantity of interest. The method, referred to as
BibTeX
@InProceedings{pmlr-v37-scholkopf15,
title = {Removing systematic errors for exoplanet search via latent causes},
author = {Schölkopf, Bernhard and Hogg, David and Wang, Dun and Foreman-Mackey, Dan and Janzing, Dominik and Simon-Gabriel, Carl-Johann and Peters, Jonas},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning},
pages = {2218--2226},
year = {2015},
editor = {Bach, Francis and Blei, David},
volume = {37},
series = {Proceedings of Machine Learning Research},
address = {Lille, France},
month = {07--09 Jul},
publisher = {PMLR},
pdf = {http://proceedings.mlr.press/v37/scholkopf15.pdf},
url = {https://proceedings.mlr.press/v37/scholkopf15.html},
abstract = {We describe a method for removing the effect of confounders in order to reconstruct a latent quantity of interest. The method, referred to as