Jakob Runge

jakobrunge.bsky.social

09 March 2026 19:52

We’re hiring 2 AI Research Consultants (Junior/Senior) at the University of Potsdam (AI.UP). TV-L E13 (100%), 4 years. Focus: interdisciplinary AI consulting and independent research. Deadline: March 22, 2026 Details: causalinferencelab.com/jobs

Jakob Runge

jakobrunge.bsky.social

27 February 2026 11:22

Hiring! Postdoc in Causal Inference & Explainable AI at University of Potsdam (CRC 1294 “Data Assimilation”). TV-L E13 (100%), until 06/2029. Start summer 2026. Deadline: March 22, 2026. Apply (ID 308/2026): lisa.goesel@uni-potsdam.de Details: causalinferencelab.com/jobs

Jakob Runge

jakobrunge.bsky.social

04 November 2025 19:12

Here's a recent intro talk on the Tigramite python package for causal inference on time series data (also works on non-time series): www.youtube.com/watch?v=DZbL... Github: github.com/jakobrunge/t... Part of the great Online Causal Inference Seminar series: sites.google.com/view/ocis/home

Jakob Runge

jakobrunge.bsky.social

17 December 2024 11:24

Got multivariate X and/or Y and want to test conditional independence X _|_ Y | Z ? PairwiseMultCI is a wrapper that turns any univariate CI test into a multivariate one... it can also help increase power! Tigramite tutorial github.com/jakobrunge/t... UAI Paper proceedings.mlr.press/v216/hochspr...

Jakob Runge

jakobrunge.bsky.social

10 December 2024 19:05

3/3 PCMCI+ can identify contemporaneous causal directions even between just two time series, if any of them has enough autocorrelation. Works very well also for many variables. More comparisons soon on the causality benchmark platform http://www.causeme.net (with @isp_uv_es)!