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

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation ACL 2025
DAGs as Minimal I-maps for the Induced Models of Causal Bayesian Networks under Conditioning JMLR 2025
Diffusion Directed Acyclic Transformer for Non-Autoregressive Machine Translation ACL 2025
Backward Filtering Forward Guiding JMLR 2025
DAG-Informed Structure Learning from Multi-Dimensional Point Processes JMLR 2024
Functional Directed Acyclic Graphs JMLR 2024
Markov Equivalence and Consistency in Differentiable Structure Learning NIPS 2024
A Multi-Valued Decision Diagram-Based Approach to Constrained Optimal Path Problems over Directed Acyclic Graphs IJCAI 2024
Federated Causality Learning with Explainable Adaptive Optimization AAAI 2024
Linear-Time Algorithms for Front-Door Adjustment in Causal Graphs AAAI 2024
Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition COLING 2024
An Algorithmic Framework for the Optimization of Deep Neural Networks Architectures and Hyperparameters JMLR 2024
A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers EMNLP 2024
Graph-Structured Speculative Decoding ACL 2024
Interventional Causal Discovery in a Mixture of DAGs NIPS 2024
Quantifying intrinsic causal contributions via structure preserving interventions AISTATS 2024
Information Theoretically Optimal Sample Complexity of Learning Dynamical Directed Acyclic Graphs AISTATS 2024
Learning Gaussian DAGs from Network Data JMLR 2024
LaneGraph2Seq: Lane Topology Extraction with Language Model via Vertex-Edge Encoding and Connectivity Enhancement AAAI 2024
Learning Representations for Hierarchies with Minimal Support NIPS 2024
On the Expressive Power of Tree-Structured Probabilistic Circuits NIPS 2024
DAG-Aware Variational Autoencoder for Social Propagation Graph Generation AAAI 2024
Contextual Directed Acyclic Graphs AISTATS 2024
Multi-Granularity Causal Structure Learning AAAI 2024
Identifiability Analysis of Linear ODE Systems with Hidden Confounders NIPS 2024