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data imputation

42 papers

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Co-occurring keywords

missing datum (111) generative model (2892) representation learning (6206) tabular datum (226) variational autoencoder (1288) spatio-temporal datum (36) graph neural network (3962) latent representation (418) deep learning (2118) reinforcement learning (4352)

Papers

Assessing the Risk of Falls in Older Adults Living in the Community Using Machine Learning Models with Imputation (Student Abstract) AAAI 2026
Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales AAAI 2025
RDPI: A Refine Diffusion Probability Generation Method for Spatiotemporal Data Imputation AAAI 2025
LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation ACL 2025
Deep-Union Completion AAAI 2025
A Context-Aware Approach for Enhancing Data Imputation with Pre-trained Language Models COLING 2025
Unity by Diversity: Improved Representation Learning for Multimodal VAEs NIPS 2024
Gene-Gene Relationship Modeling Based on Genetic Evidence for Single-Cell RNA-Seq Data Imputation NIPS 2024
Learning from Highly Sparse Spatio-temporal Data NIPS 2024
From Data Imputation to Data Cleaning — Automated Cleaning of Tabular Data Improves Downstream Predictive Performance AISTATS 2024
Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees AISTATS 2024
An Automatic Prompt Generation System for Tabular Data Tasks NAACL 2024
Unified View Imputation and Feature Selection Learning for Incomplete Multi-view Data IJCAI 2024
Attribute-Missing Graph Clustering Network AAAI 2024
Indoor Air Quality Dataset with Activities of Daily Living in Low to Middle-income Communities NIPS 2024
Unsupervised Anomaly Detection in The Presence of Missing Values NIPS 2024
Data Imputation with Iterative Graph Reconstruction AAAI 2023
Retrieval-Based Transformer for Table Augmentation ACL 2023
Exploring and Exploiting Uncertainty for Incomplete Multi-View Classification CVPR 2023
Adapting Fairness Interventions to Missing Values NIPS 2023
To Impute or not to Impute? Missing Data in Treatment Effect Estimation AISTATS 2023
Jointly Imputing Multi-View Data with Optimal Transport AAAI 2023
Incomplete learning of multi-modal connectome for brain disorder diagnosis via modal-mixup and deep supervision MIDL 2023
Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values AAAI 2022
Survival Seq2Seq: A Survival Model based on Sequence to Sequence Architecture MLHC 2022