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Gaussian Processes for Independence Tests with Non-iid Data in Causal Inference.

, , and . ACM TIST, 7 (2): 22:1-22:23 (2016)

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Dr. -Ing. Daniel Markthaler University of Stuttgart

Replication Data for: Biocatalytic stereocontrolled head-to-tail cyclizations of unbiased terpenes as a tool in chemoenzymatic synthesis, and . Dataset, (2024)Related to: Schneider, Andreas; Lystbæk, Thomas B.; Markthaler, Daniel; Hansen, Niels; Hauer, Bernhard (2024): Biocatalytic stereocontrolled head-to-tail cyclizations of unbiased terpenes as a tool in chemoenzymatic synthesis. In: Nature Communications, 15, 4925. doi: 10.1038/s41467-024-48993-9.
 

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A Generalized Fast Subset Sums Framework for Bayesian Event Detection., , and . ICDM, page 617-625. IEEE Computer Society, (2011)A Bayesian Spatial Scan Statistic., , and . NIPS, page 1003-1010. (2005)Scalable Gaussian Processes for Characterizing Multidimensional Change Surfaces., , , , , , and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 1013-1021. JMLR.org, (2016)Anomaly pattern detection in categorical datasets., , and . KDD, page 169-176. ACM, (2008)Machine Learning Approaches for Early DRG Classification and Resource Allocation., , , and . INFORMS J. Comput., 27 (4): 718-734 (2015)Disease Surveillance, Case Study., , , and . Encyclopedia of Social Network Analysis and Mining, (2014)Detecting Significant Multidimensional Spatial Clusters., , , and . NIPS, page 969-976. (2004)Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data., , , and . CoRR, (2018)Disease Surveillance: Case Study., , , and . Encyclopedia of Social Network Analysis and Mining. 2nd Ed., Springer, (2018)Dynamic Pattern Detection with Temporal Consistency and Connectivity Constraints., , and . ICDM, page 697-706. IEEE Computer Society, (2013)