conftrace_

adjustment set

7 papers

Explore in graph

Co-occurring keywords · papers mentioning both

causal inference (5) causal effect estimation (4) causal effect (3) independence test (2) causal discovery (2) front-door criterion (1) total effect (1) sequential non-ancestor pruning (1) latent confounding (1) front-door adjustment (1)

Papers

SNAP: Sequential Non-Ancestor Pruning for Targeted Causal Effect Estimation With an Unknown Graph AISTATS 2025 Identifiability of total effects from abstractions of time series causal graphs UAI 2024 Local Discovery by Partitioning: Polynomial-Time Causal Discovery Around Exposure-Outcome Pairs UAI 2024 Finding and Listing Front-door Adjustment Sets NeurIPS 2022 Learning Adjustment Sets from Observational and Limited Experimental Data AAAI 2021 Necessary and sufficient graphical conditions for optimal adjustment sets in causal graphical models with hidden variables NeurIPS 2021 Data-driven covariate selection for nonparametric estimation of causal effects AISTATS 2013