15 citations · 27 across the 4 of their papers we have counts for
4 papers
Nonparametric Conditional Local Independence Testing
Alexander Mangulad Christgau, Lasse Petersen, Niels Richard Hansen
Conditional local independence is an asymmetric independence relation among continuous time stochastic processes. It describes whether the evolution of one process is directly infl…
Robustly Removing Deep Sea Lighting Effects for Visual Mapping of Abyssal Plains
Kevin Köser, Yifan Song, Lasse Petersen +2
The majority of Earth's surface lies deep in the oceans, where no surface light reaches. Robots diving down to great depths must bring light sources that create moving illumination…
Testing Conditional Independence via Quantile Regression Based Partial Copulas
Lasse Petersen, Niels Richard Hansen
The partial copula provides a method for describing the dependence between two random variables and conditional on a third random vector in terms of nonparametric resid…
Causal structure learning from time series: Large regression coefficients may predict causal links better in practice than small p-values
Sebastian Weichwald, Martin E Jakobsen, Phillip B Mogensen +3
In this article, we describe the algorithms for causal structure learning from time series data that won the Causality 4 Climate competition at the Conference on Neural Information…