Lasse Petersen

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 5

Top Topics

Markov Property

Sparse Learning

Causal Structure

Conditional Independencies

Top Venues

J. Mach. Learn. Res.

NeurIPS (Competition and Demos)

Publications

Kevin Köser, Yifan Song, Lasse Petersen, Emanuel Wenzlaff, Felix Woelk
Robustly Removing Deep Sea Lighting Effects for Visual Mapping of Abyssal Plains. CoRR (2021)
Lasse Petersen, Niels Richard Hansen
Testing Conditional Independence via Quantile Regression Based Partial Copulas. J. Mach. Learn. Res. 22 (2021)
Sebastian Weichwald, Martin E. Jakobsen, Phillip B. Mogensen, Lasse Petersen, Nikolaj Thams, Gherardo Varando
Causal structure learning from time series: Large regression coefficients may predict causal links better in practice than small p-values. CoRR (2020)
Sebastian Weichwald, Martin E. Jakobsen, Phillip B. Mogensen, Lasse Petersen, Nikolaj Thams, Gherardo Varando
Causal structure learning from time series: Large regression coefficients may predict causal links better in practice than small p-values. NeurIPS (Competition and Demos) (2019)
Lasse Petersen
Sparse Learning in Gaussian Chain Graphs for State Space Models. PGM (2018)