conftrace_

directed acyclic graph

245 papers

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Also known as

DAG

Co-occurring keywords

causal discovery (460) structure learning (341) graphical model (864) causal inference (1630) bayesian network (378) markov equivalence class (37) graph neural network (3962) structural equation model (77) causal structure learning (63) latent variable (541)

Papers

Permutation-Based Causal Structure Learning with Unknown Intervention Targets UAI 2020
Faster algorithms for Markov equivalence UAI 2020
The Indian Chefs Process UAI 2020
Full Law Identification in Graphical Models of Missing Data: Completeness Results ICML 2020
Multi-task Causal Learning with Gaussian Processes NIPS 2020
Towards Scalable Bayesian Learning of Causal DAGs NIPS 2020
On the Role of Sparsity and DAG Constraints for Learning Linear DAGs NIPS 2020
Neural Graph Embedding for Neural Architecture Search AAAI 2020
Identifying causal effects in maximally oriented partially directed acyclic graphs UAI 2020
Learning Causal Networks via Additive Faithfulness JMLR 2020
Causal Structure Discovery from Distributions Arising from Mixtures of DAGs ICML 2020
Active Structure Learning of Causal DAGs via Directed Clique Trees NIPS 2020
A Study on Encodings for Neural Architecture Search NIPS 2020
DeepWeave: Accelerating Job Completion Time with Deep Reinforcement Learning-based Coflow Scheduling IJCAI 2020
LazyIter: A Fast Algorithm for Counting Markov Equivalent DAGs and Designing Experiments ICML 2020
RCD: Repetitive causal discovery of linear non-Gaussian acyclic models with latent confounders AISTATS 2020
Accurate polyglot semantic parsing with DAG grammars EMNLP 2020
Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer ACL 2020
A polynomial-time algorithm for learning nonparametric causal graphs NIPS 2020
A Bayesian Approach for Estimating Causal Effects from Observational Data AAAI 2020
Causal Modeling for Fairness In Dynamical Systems ICML 2020
The Reduced PC-Algorithm: Improved Causal Structure Learning in Large Random Networks JMLR 2019
CUHK at MRP 2019: Transition-Based Parser with Cross-Framework Variable-Arity Resolve Action CONLL 2019
Counting and Sampling from Markov Equivalent DAGs Using Clique Trees AAAI 2019
Counting and Sampling Markov Equivalent Directed Acyclic Graphs AAAI 2019