Browse State-of-the-Art › Imputation › Papers, page 9

Imputation

Papers archive 2025-07-28

archive papers tagged: 1,237 · with a code link: 479 · where Syntology ran a sample: 108 (92 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (108 of 1,237 tagged: 92 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument)

Page 9 of 13: papers 801 to 900 of 1,237, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Automatic Roof Type Classification Through Machine Learning for Regional Wind Risk Assessment
  27 May 2023 0 repositories listed
• An Improved Model Ensembled of Different Hyper-parameter Tuned Machine Learning Algorithms for Fetal Health Prediction
  26 May 2023 0 repositories listed
• Guided Motion Diffusion for Controllable Human Motion Synthesis
  21 May 2023 0 repositories listed
• Risk Assessment of Lymph Node Metastases in Endometrial Cancer Patients: A Causal Approach
  17 May 2023 0 repositories listed
• AI-Augmented Surveys: Leveraging Large Language Models and Surveys for Opinion Prediction
  16 May 2023 0 repositories listed
• Federated Learning over Harmonized Data Silos
  15 May 2023 0 repositories listed
• Spatiotemporal Regularized Tucker Decomposition Approach for Traffic Data Imputation
  11 May 2023 0 repositories listed
• Blockwise Principal Component Analysis for monotone missing data imputation and dimensionality reduction
  10 May 2023 0 repositories listed
• Correlation visualization under missing values: a comparison between imputation and direct parameter estimation methods
  10 May 2023 0 repositories listed
• ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-temporal Graph Attention and Bidirectional Recurrent United Neural Networks
  10 May 2023 0 repositories listed
• AmGCL: Feature Imputation of Attribute Missing Graph via Self-supervised Contrastive Learning
  5 May 2023 0 repositories listed
• Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware Attention
  4 May 2023 0 repositories listed
• MISNN: Multiple Imputation via Semi-parametric Neural Networks
  2 May 2023 0 repositories listed
• Diffusion Models for Time Series Applications: A Survey
  1 May 2023 0 repositories listed
• Algorithmic Recourse with Missing Values
  28 Apr 2023 0 repositories listed
• Some of the variables, some of the parameters, some of the times, with some physics known: Identification with partial information
  27 Apr 2023 0 repositories listed
• Missing Values and Imputation in Healthcare Data: Can Interpretable Machine Learning Help?
  23 Apr 2023 0 repositories listed
• A Deep Learning Framework for Traffic Data Imputation Considering Spatiotemporal Dependencies
  18 Apr 2023 0 repositories listed
• Balancing Unobserved Confounding with a Few Unbiased Ratings in Debiased Recommendations
  17 Apr 2023 0 repositories listed
• Fed-MIWAE: Federated Imputation of Incomplete Data via Deep Generative Models
  17 Apr 2023 0 repositories listed
• Time-dependent Iterative Imputation for Multivariate Longitudinal Clinical Data
  16 Apr 2023 0 repositories listed
• Continuous time recurrent neural networks: overview and application to forecasting blood glucose in the intensive care unit
  14 Apr 2023 0 repositories listed
• Unified Multi-Modal Image Synthesis for Missing Modality Imputation
  11 Apr 2023 0 repositories listed
• Filling out the missing gaps: Time Series Imputation with Semi-Supervised Learning
  9 Apr 2023 0 repositories listed
• Multi-Linear Kernel Regression and Imputation in Data Manifolds
  6 Apr 2023 0 repositories listed
• A robust deep learning-based damage identification approach for SHM considering missing data
  31 Mar 2023 0 repositories listed
• It is all Connected: A New Graph Formulation for Spatio-Temporal Forecasting
  23 Mar 2023 0 repositories listed
• Une comparaison des algorithmes d'apprentissage pour la survie avec données manquantes
  23 Mar 2023 0 repositories listed
• Generative Adversarial Classification Network with Application to Network Traffic Classification
  19 Mar 2023 0 repositories listed
• Constructing High Frequency Economic Indicators by Imputation
  3 Mar 2023 0 repositories listed
• Monocular Depth Estimation using Diffusion Models
  28 Feb 2023 0 repositories listed
• A Comparison of Modeling Preprocessing Techniques
  23 Feb 2023 0 repositories listed
• Clinically Acceptable Segmentation of Organs at Risk in Cervical Cancer Radiation Treatment from Clinically Available Annotations
  21 Feb 2023 0 repositories listed
• Spatio-Temporal Denoising Graph Autoencoders with Data Augmentation for Photovoltaic Timeseries Data Imputation
  21 Feb 2023 0 repositories listed
• AutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving
  17 Feb 2023 0 repositories listed
• Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network
  15 Feb 2023 0 repositories listed
• Inferring Player Location in Sports Matches: Multi-Agent Spatial Imputation from Limited Observations
  13 Feb 2023 0 repositories listed
• Deep Imputation of Missing Values in Time Series Health Data: A Review with Benchmarking
  10 Feb 2023 0 repositories listed
• Finding Short Signals in Long Irregular Time Series with Continuous-Time Attention Policy Networks
  8 Feb 2023 0 repositories listed
• IRTCI: Item Response Theory for Categorical Imputation
  8 Feb 2023 0 repositories listed
• Participatory Personalization in Classification
  8 Feb 2023 0 repositories listed
• ClueGAIN: Application of Transfer Learning On Generative Adversarial Imputation Nets (GAIN)
  6 Feb 2023 0 repositories listed
• The Investment Management Game: Extending the Scope of the Notion of Core
  1 Feb 2023 0 repositories listed
• Using Machine Learning to Develop Smart Reflex Testing Protocols
  1 Feb 2023 0 repositories listed
• GANravel: User-Driven Direction Disentanglement in Generative Adversarial Networks
  31 Jan 2023 0 repositories listed
• Ensemble Learning for Fusion of Multiview Vision with Occlusion and Missing Information: Framework and Evaluations with Real-World Data and Applications in Driver Hand Activity Recognition
  30 Jan 2023 0 repositories listed
• Large-Scale Traffic Data Imputation with Spatiotemporal Semantic Understanding
  27 Jan 2023 0 repositories listed
• Automatic Debiased Estimation with Machine Learning-Generated Regressors
  25 Jan 2023 0 repositories listed
• Ae²I: A Double Autoencoder for Imputation of Missing Values
  16 Jan 2023 0 repositories listed
• Multiple-level Point Embedding for Solving Human Trajectory Imputation with Prediction
  11 Jan 2023 0 repositories listed
• Chains of Autoreplicative Random Forests for missing value imputation in high-dimensional datasets
  2 Jan 2023 0 repositories listed
• Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction
  1 Jan 2023 0 repositories listed
• Explainability as statistical inference
  6 Dec 2022 0 repositories listed
• Shared Differential Clustering across Single-cell RNA Sequencing Datasets with the Hierarchical Dirichlet Process
  5 Dec 2022 0 repositories listed
• Handling Missing Data via Max-Entropy Regularized Graph Autoencoder
  30 Nov 2022 0 repositories listed
• Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic
  17 Nov 2022 0 repositories listed
• On counterfactual inference with unobserved confounding
  14 Nov 2022 0 repositories listed
• A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction
  12 Nov 2022 0 repositories listed
• Integrated Convolutional and Recurrent Neural Networks for Health Risk Prediction using Patient Journey Data with Many Missing Values
  11 Nov 2022 0 repositories listed
• DiffPhase: Generative Diffusion-based STFT Phase Retrieval
  8 Nov 2022 0 repositories listed
• Towards a methodology for addressing missingness in datasets, with an application to demographic health datasets
  5 Nov 2022 0 repositories listed
• Modeling Temporal Data as Continuous Functions with Stochastic Process Diffusion
  4 Nov 2022 0 repositories listed
• Leveraging knowledge graphs to update scientific word embeddings using latent semantic imputation
  27 Oct 2022 0 repositories listed
• Imputation of missing values in multi-view data
  26 Oct 2022 0 repositories listed
• EGG-GAE: scalable graph neural networks for tabular data imputation
  19 Oct 2022 0 repositories listed
• Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques
  15 Oct 2022 0 repositories listed
• Learning Multivariate CDFs and Copulas using Tensor Factorization
  13 Oct 2022 0 repositories listed
• Reward Imputation with Sketching for Contextual Batched Bandits
  13 Oct 2022 0 repositories listed
• Towards Joint Electricity and Data Trading: A Scalable Cooperative Game Theoretic Approach
  8 Oct 2022 0 repositories listed
• Comparison of Missing Data Imputation Methods using the Framingham Heart study dataset
  6 Oct 2022 0 repositories listed
• SECOE: Alleviating Sensors Failure in Machine Learning-Coupled IoT Systems
  5 Oct 2022 0 repositories listed
• Polar Encoding: A Simple Baseline Approach for Classification with Missing Values
  4 Oct 2022 0 repositories listed
• Reward Shaping for User Satisfaction in a REINFORCE Recommender
  30 Sep 2022 0 repositories listed
• Retrieval Based Time Series Forecasting
  27 Sep 2022 0 repositories listed
• DynImp: Dynamic Imputation for Wearable Sensing Data Through Sensory and Temporal Relatedness
  26 Sep 2022 0 repositories listed
• STING: Self-attention based Time-series Imputation Networks using GAN
  22 Sep 2022 0 repositories listed
• Personalized Longitudinal Assessment of Multiple Sclerosis Using Smartphones
  20 Sep 2022 0 repositories listed
• Clustering-based Imputation for Dropout Buyers in Large-scale Online Experimentation
  9 Sep 2022 0 repositories listed
• Let us Build Bridges: Understanding and Extending Diffusion Generative Models
  31 Aug 2022 0 repositories listed
• A Missing Value Filling Model Based on Feature Fusion Enhanced Autoencoder
  29 Aug 2022 0 repositories listed
• Leachable Component Clustering
  28 Aug 2022 0 repositories listed
• Race and ethnicity data for first, middle, and last names
  26 Aug 2022 0 repositories listed
• KDD CUP 2022 Wind Power Forecasting Team 88VIP Solution
  18 Aug 2022 0 repositories listed
• Sequence Prediction Under Missing Data : An RNN Approach Without Imputation
  18 Aug 2022 0 repositories listed
• GEDI: A Graph-based End-to-end Data Imputation Framework
  13 Aug 2022 0 repositories listed
• HyperTime: Implicit Neural Representation for Time Series
  11 Aug 2022 0 repositories listed
• Robust PCA for Anomaly Detection and Data Imputation in Seasonal Time Series
  3 Aug 2022 0 repositories listed
• Compound Density Networks for Risk Prediction using Electronic Health Records
  2 Aug 2022 0 repositories listed
• MarkerMap: nonlinear marker selection for single-cell studies
  28 Jul 2022 0 repositories listed
• Detecting Concept Drift in the Presence of Sparsity -- A Case Study of Automated Change Risk Assessment System
  27 Jul 2022 0 repositories listed
• Multiple Robust Learning for Recommendation
  9 Jul 2022 0 repositories listed
• No imputation without representation
  28 Jun 2022 0 repositories listed
• Sharing pattern submodels for prediction with missing values
  22 Jun 2022 0 repositories listed
• Explainable Global Error Weighted on Feature Importance: The xGEWFI metric to evaluate the error of data imputation and data augmentation
  17 Jun 2022 0 repositories listed
• Classification of datasets with imputed missing values: does imputation quality matter?
  16 Jun 2022 0 repositories listed
• Deep Neural Imputation: A Framework for Recovering Incomplete Brain Recordings
  16 Jun 2022 0 repositories listed
• A method for comparing multiple imputation techniques: a case study on the U.S. National COVID Cohort Collaborative
  13 Jun 2022 0 repositories listed
• Provable Guarantees for Sparsity Recovery with Deterministic Missing Data Patterns
  10 Jun 2022 0 repositories listed
• Modeling electronic health record data using a knowledge-graph-embedded topic model
  3 Jun 2022 0 repositories listed
• PROMISSING: Pruning Missing Values in Neural Networks
  3 Jun 2022 0 repositories listed