conftrace_

intervention design

11 papers

Explore in graph

Co-occurring keywords · papers mentioning both

causal discovery (5) causal graph (4) combinatorial optimization (4) causal intervention (3) causal inference (3) approximation algorithm (2) structure learning (2) active learning (2) causal dag (1) do calculus (1)

Papers

Causal Discovery by Interventions via Integer Programming AAAI 2025 Amortized Active Causal Induction with Deep Reinforcement Learning NeurIPS 2024 An Interventional Perspective on Identifiability in Gaussian LTI Systems with Independent Component Analysis CLeaR 2024 Causal Bandits with General Causal Models and Interventions AISTATS 2024 Bayesian Active Causal Discovery with Multi-Fidelity Experiments NeurIPS 2023 Minimum Cost Intervention Design for Causal Effect Identification ICML 2022 Intervention Efficient Algorithms for Approximate Learning of Causal Graphs ALT 2021 Active Structure Learning of Causal DAGs via Directed Clique Trees NeurIPS 2020 Efficient Intervention Design for Causal Discovery with Latents ICML 2020 Experimental Design for Cost-Aware Learning of Causal Graphs NeurIPS 2018 Cost-Optimal Learning of Causal Graphs ICML 2017