Excited to share a recent preprint (with an accompanying softare package named CIfly) that introduces a unifying framework for algorithm development in graphical causal inference! Joint work with Sebastian Weichwald and Leonard Henckel 🧵 arxiv.org/abs/2506.15758
Linear-Time Primitives for Algorithm Development in Graphical Causal Inference
We introduce CIfly, a framework for efficient algorithmic primitives in graphical causal inference that isolates reachability as a reusable core operation. It builds on the insight that many causal re...
arxiv.org
July 30, 2025 at 12:16 PM
Excited to share a recent preprint (with an accompanying softare package named CIfly) that introduces a unifying framework for algorithm development in graphical causal inference! Joint work with Sebastian Weichwald and Leonard Henckel 🧵 arxiv.org/abs/2506.15758
Reposted by Marcel Wienöbst
keen to read this one!
arxiv.org/abs/2504.12190
'Creating non-reversible rejection-free samplers by rebalancing skew-balanced Markov jump processes'
- Erik Jansson, Moritz Schauer, Ruben Seyer, Akash Sharma
arxiv.org/abs/2504.12190
'Creating non-reversible rejection-free samplers by rebalancing skew-balanced Markov jump processes'
- Erik Jansson, Moritz Schauer, Ruben Seyer, Akash Sharma
April 17, 2025 at 9:32 AM
keen to read this one!
arxiv.org/abs/2504.12190
'Creating non-reversible rejection-free samplers by rebalancing skew-balanced Markov jump processes'
- Erik Jansson, Moritz Schauer, Ruben Seyer, Akash Sharma
arxiv.org/abs/2504.12190
'Creating non-reversible rejection-free samplers by rebalancing skew-balanced Markov jump processes'
- Erik Jansson, Moritz Schauer, Ruben Seyer, Akash Sharma
Reposted by Marcel Wienöbst
⭐Small milestone: 200 Github stars for github.com/mschauer/Cau...
GitHub - mschauer/CausalInference.jl: Causal inference, graphical models and structure learning in Julia
Causal inference, graphical models and structure learning in Julia - mschauer/CausalInference.jl
github.com
February 22, 2025 at 4:51 PM
⭐Small milestone: 200 Github stars for github.com/mschauer/Cau...