Christof Seiler

3 papers · 2014–2023 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)

Venues

NeurIPS (3)

Top co-authors

Alexander Reisach (2) Sebastian Weichwald (2) Myriam Tami (1) Susan Holmes (1) Antoine Chambaz (1) Simon Rubinstein-Salzedo (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Optimization & Theory (3) Knowledge & Reasoning (2) Core AI (2) Reasoning (2) Mathematics & Optimization (1) Bayesian & Probabilistic · Artificial Intelligence (1) Bayesian & Probabilistic · Machine Learning (1) Mathematics (1) Optimization (1)

Keywords

causal order (2) causal discovery (2) structure learning (1) markov chain monte carlo (1) markov chain (1) riemannian geometry (1) hamiltonian monte carlo (1) riemannian manifold (1) dag structure (1) additive noise model (1) coefficient of determination (1) sectional curvature (1) variance sorting (1) causal inference (1) jacobi metric (1) benchmark evaluation (1)

Papers

A Scale-Invariant Sorting Criterion to Find a Causal Order in Additive Noise Models NeurIPS 2023 Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy to Game NeurIPS 2021 Positive Curvature and Hamiltonian Monte Carlo NeurIPS 2014