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

Learning Representations for Hierarchies with Minimal Support NIPS 2024
Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition COLING 2024
A Fixed-Parameter Tractable Algorithm for Counting Markov Equivalence Classes with the Same Skeleton AAAI 2024
An Algorithmic Framework for the Optimization of Deep Neural Networks Architectures and Hyperparameters JMLR 2024
Federated Causality Learning with Explainable Adaptive Optimization AAAI 2024
Multi-Granularity Causal Structure Learning AAAI 2024
A Structure-Aware Framework for Learning Device Placements on Computation Graphs NIPS 2024
VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in Minecraft ACL 2024
A Generation-based Deductive Method for Math Word Problems EMNLP 2023
Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow Shrink Trees NIPS 2023
Global Optimality in Bivariate Gradient-based DAG Learning NIPS 2023
Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs with Applications JMLR 2023
Efficient Enumeration of Markov Equivalent DAGs AAAI 2023
DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation NIPS 2023
Inference for a Large Directed Acyclic Graph with Unspecified Interventions JMLR 2023
Estimating Possible Causal Effects with Latent Variables via Adjustment ICML 2023
Transformers over Directed Acyclic Graphs NIPS 2023
Optimizing NOTEARS Objectives via Topological Swaps ICML 2023
The d-Separation Criterion in Categorical Probability JMLR 2023
Learning DAGs from Data with Few Root Causes NIPS 2023
Counting Background Knowledge Consistent Markov Equivalent Directed Acyclic Graphs UAI 2023
Model-based Causal Discovery for Zero-Inflated Count Data JMLR 2023
An Iteratively Parallel Generation Method with the Pre-Filling Strategy for Document-level Event Extraction EMNLP 2023
Robust Sequence Networked Submodular Maximization AAAI 2023
Structure Learning with Adaptive Random Neighborhood Informed MCMC NIPS 2023