conftrace_

intervention design

11 papers

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Co-occurring keywords

causal discovery (460) causal graph (140) combinatorial optimization (1039) causal intervention (110) causal inference (1630) approximation algorithm (630) structure learning (341) active learning (1301) causal bandit (16) causal dag (9)

Papers

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