Leena C. Vankadara

2 papers · 2021–2024 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer

Conferences

AISTATS (2)

Top co-authors

Sebastian Bordt (1) Francesco Locatello (1) Debarghya Ghoshdastidar (1) Ulrike Von Luxburg (1) Atalanti A. Mastakouri (1) Philipp M. Faller (1) Dominik Janzing (1)

Keywords

causal inference (1) model selection (1) causal discovery (1) stability analysis (1) kernel clustering (1) kernel density estimation (1) graphical model (1) causal graph (1) consistency guarantee (1) finite sample (1) non-parametric mixture (1) separability condition (1)

Papers

Self-Compatibility: Evaluating Causal Discovery without Ground Truth AISTATS 2024

Recovery Guarantees for Kernel-based Clustering under Non-parametric Mixture Models AISTATS 2021