conftrace_

causal graph

140 papers

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Also known as

CG

Co-occurring keywords

causal inference (1630) causal discovery (460) graphical model (864) large language model (13587) directed acyclic graph (245) causal effect (107) markov equivalence class (37) latent variable (541) conditional independence (113) structural learning (53)

Papers

Collaborative Causal Discovery with Atomic Interventions NIPS 2021
Budgeted and Non-Budgeted Causal Bandits AISTATS 2021
Discovering Fully Oriented Causal Networks AAAI 2021
The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective AAAI 2021
A Theory of Independent Mechanisms for Extrapolation in Generative Models AAAI 2021
Learning Faithful Representations of Causal Graphs IJCNLP 2021
On Efficient Adjustment in Causal Graphs JMLR 2020
Differentiable Causal Discovery from Interventional Data NIPS 2020
Causal Discovery from Soft Interventions with Unknown Targets: Characterization and Learning NIPS 2020
Generalized Independent Noise Condition for Estimating Latent Variable Causal Graphs NIPS 2020
Estimation Rates for Sparse Linear Cyclic Causal Models UAI 2020
Regret Analysis of Bandit Problems with Causal Background Knowledge UAI 2020
Active Invariant Causal Prediction: Experiment Selection through Stability NIPS 2020
Kernel-based Approach for Learning Causal Graphs from Mixed Data PGM 2020
A polynomial-time algorithm for learning nonparametric causal graphs NIPS 2020
Causal Effect Identifiability under Partial-Observability ICML 2020
Efficient Intervention Design for Causal Discovery with Latents ICML 2020
Causal Discovery Toolbox: Uncovering causal relationships in Python JMLR 2020
Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions NIPS 2019
Plan-Length Bounds: Beyond 1-Way Dependency AAAI 2019
Recursively Learning Causal Structures Using Regression-Based Conditional Independence Test AAAI 2019
General Identifiability with Arbitrary Surrogate Experiments UAI 2019
Minimum Intervention Cover of a Causal Graph AAAI 2019
Neuropathic Pain Diagnosis Simulator for Causal Discovery Algorithm Evaluation NIPS 2019
Sample Efficient Active Learning of Causal Trees NIPS 2019