conftrace_

structural learning

53 papers

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Co-occurring keywords

causal discovery (460) bayesian network (378) graphical model (864) causal inference (1630) causal graph (140) graph neural network (3962) multi-task learning (2575) causal structure (88) latent variable (541) directed acyclic graph (245)

Papers

Recursive Causal Discovery (Abstract Reprint) AAAI 2026
Directed Cyclic Graphs for Simultaneous Discovery of Time-Lagged and Instantaneous Causality from Longitudinal Data Using Instrumental Variables JMLR 2025
Structural Patent Classification Using Label Hierarchy Optimization EMNLP 2025
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025
Multi-identity Human Image Animation with Structural Video Diffusion ICCV 2025
Learning Gaussian DAGs from Network Data JMLR 2024
A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences NIPS 2024
Learning Structure-Aware Representations of Dependent Types NIPS 2024
Scores for Learning Discrete Causal Graphs with Unobserved Confounders AAAI 2024
Pruning neural network models for gene regulatory dynamics using data and domain knowledge NIPS 2024
On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs ICML 2023
SEAG: Structure-Aware Event Causality Generation ACL 2023
ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks AAAI 2023
On Learning Necessary and Sufficient Causal Graphs NIPS 2023
Federated Graph Semantic and Structural Learning IJCAI 2023
Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal ICML 2023
Highly Efficient Structural Learning of Sparse Staged Trees PGM 2022
Structural Agnostic Modeling: Adversarial Learning of Causal Graphs JMLR 2022
When, where, and how to add new neurons to ANNs AUTOML 2022
Matching a Desired Causal State via Shift Interventions NIPS 2021
Disentangling Online Chats with DAG-structured LSTMs ACL 2021
An Attention-Based Graph Neural Network for Heterogeneous Structural Learning AAAI 2020
On Efficient Adjustment in Causal Graphs JMLR 2020
Causal Discovery from Soft Interventions with Unknown Targets: Characterization and Learning NIPS 2020
Efficient Second-Order TreeCRF for Neural Dependency Parsing ACL 2020