Browse State-of-the-Art › Imputation › Papers, page 6

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 6 of 13: papers 501 to 600 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.

• Cohort-Based Active Modality Acquisition
  22 May 2025 0 repositories listed
• Joint Relational Database Generation via Graph-Conditional Diffusion Models
  22 May 2025 0 repositories listed
• NY Real Estate Racial Equity Analysis via Applied Machine Learning
  22 May 2025 0 repositories listed
• RefiDiff: Refinement-Aware Diffusion for Efficient Missing Data Imputation
  20 May 2025 0 repositories listed
• Machine Learning-Based Prediction of Mortality in Geriatric Traumatic Brain Injury Patients
  19 May 2025 0 repositories listed
• TSPulse: Dual Space Tiny Pre-Trained Models for Rapid Time-Series Analysis
  19 May 2025 0 repositories listed
• Alternators With Noise Models
  18 May 2025 0 repositories listed
• Imputation-free and Alignment-free: Incomplete Multi-view Clustering Driven by Consensus Semantic Learning
  16 May 2025 0 repositories listed
• Driving Mechanisms and Forecasting of China's Pet Population-An ARIMA-RF-HW Hybrid Approach
  16 May 2025 0 repositories listed
• Missing Data Imputation by Reducing Mutual Information with Rectified Flows
  16 May 2025 0 repositories listed
• Avocado Price Prediction Using a Hybrid Deep Learning Model: TCN-MLP-Attention Architecture
  15 May 2025 0 repositories listed
• Revealing economic facts: LLMs know more than they say
  13 May 2025 0 repositories listed
• Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism
  12 May 2025 0 repositories listed
• Machine Learning-Based Detection of DDoS Attacks in VANETs for Emergency Vehicle Communication
  12 May 2025 0 repositories listed
• Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach
  8 May 2025 0 repositories listed
• Quantum-Inspired Optimization Process for Data Imputation
  7 May 2025 0 repositories listed
• A new membership inference attack that spots memorization in generative and predictive models: Loss-Based with Reference Model algorithm (LBRM)
  6 May 2025 0 repositories listed
• LSTM+Geo with xgBoost Filtering: A Novel Approach for Race and Ethnicity Imputation with Reduced Bias
  30 Apr 2025 0 repositories listed
• Identification and Estimation of Long-Term Treatment Effects with Monotone Missing
  28 Apr 2025 0 repositories listed
• Decoding Latent Spaces: Assessing the Interpretability of Time Series Foundation Models for Visual Analytics
  26 Apr 2025 0 repositories listed
• Model Evaluation in the Dark: Robust Classifier Metrics with Missing Labels
  25 Apr 2025 0 repositories listed
• A Double-Norm Aggregated Tensor Latent Factorization Model for Temporal-Aware Traffic Speed Imputation
  24 Apr 2025 0 repositories listed
• A Causal Convolutional Low-rank Representation Model for Imputation of Water Quality Data
  21 Apr 2025 0 repositories listed
• The Synthetic Imputation Approach: Generating Optimal Synthetic Texts For Underrepresented Categories In Supervised Classification Tasks
  21 Apr 2025 0 repositories listed
• No Imputation of Missing Values In Tabular Data Classification Using Incremental Learning
  20 Apr 2025 0 repositories listed
• Pets: General Pattern Assisted Architecture For Time Series Analysis
  19 Apr 2025 0 repositories listed
• FedRecon: Missing Modality Reconstruction in Distributed Heterogeneous Environments
  14 Apr 2025 0 repositories listed
• Domain Adaptation Under MNAR Missingness
  1 Apr 2025 0 repositories listed
• Can LLMs Support Medical Knowledge Imputation? An Evaluation-Based Perspective
  29 Mar 2025 0 repositories listed
• MNT-TNN: Spatiotemporal Traffic Data Imputation via Compact Multimode Nonlinear Transform-based Tensor Nuclear Norm
  29 Mar 2025 0 repositories listed
• Probabilistic Net Load Forecasting for High-Penetration RES Grids Utilizing Enhanced Conditional Diffusion Model
  22 Mar 2025 0 repositories listed
• Exploring Visual Complaints through a test battery in Acquired Brain Injury Patients: A Detailed Analysis of the DiaNAH Dataset
  19 Mar 2025 0 repositories listed
• ImputeGAP: A Comprehensive Library for Time Series Imputation
  19 Mar 2025 0 repositories listed
• Identifying Critical Phases for Disease Onset with Sparse Haematological Biomarkers
  18 Mar 2025 0 repositories listed
• Learning Accurate Models on Incomplete Data with Minimal Imputation
  18 Mar 2025 0 repositories listed
• Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective
  15 Mar 2025 0 repositories listed
• OPTIMUS: Predicting Multivariate Outcomes in Alzheimer's Disease Using Multi-modal Data amidst Missing Values
  14 Mar 2025 0 repositories listed
• Incomplete Multi-view Clustering via Diffusion Contrastive Generation
  12 Mar 2025 0 repositories listed
• A Time Series Multitask Framework Integrating a Large Language Model, Pre-Trained Time Series Model, and Knowledge Graph
  10 Mar 2025 0 repositories listed
• The influence of missing data mechanisms and simple missing data handling techniques on fairness
  10 Mar 2025 0 repositories listed
• Water Quality Data Imputation via A Fast Latent Factorization of Tensors with PID-based Optimizer
  10 Mar 2025 0 repositories listed
• Modality-Agnostic Style Transfer for Holistic Feature Imputation
  3 Mar 2025 0 repositories listed
• OCL: Ordinal Contrastive Learning for Imputating Features with Progressive Labels
  3 Mar 2025 0 repositories listed
• Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios
  3 Mar 2025 0 repositories listed
• Evaluation of Missing Data Imputation for Time Series Without Ground Truth
  26 Feb 2025 0 repositories listed
• Predicting Fetal Birthweight from High Dimensional Data using Advanced Machine Learning
  20 Feb 2025 0 repositories listed
• A Bayesian Perspective on Uncertainty Quantification for Estimated Graph Signals
  18 Feb 2025 0 repositories listed
• Imputation Strategies for Rightcensored Wages in Longitudinal Datasets
  18 Feb 2025 0 repositories listed
• Masking the Gaps: An Imputation-Free Approach to Time Series Modeling with Missing Data
  18 Feb 2025 0 repositories listed
• Single-Cell Proteomics Using Mass Spectrometry
  17 Feb 2025 0 repositories listed
• Batch-Adaptive Annotations for Causal Inference with Complex-Embedded Outcomes
  14 Feb 2025 0 repositories listed
• scMamba: A Pre-Trained Model for Single-Nucleus RNA Sequencing Analysis in Neurodegenerative Disorders
  12 Feb 2025 0 repositories listed
• CleanSurvival: Automated data preprocessing for time-to-event models using reinforcement learning
  6 Feb 2025 0 repositories listed
• Data Wrangling Task Automation Using Code-Generating Language Models
  5 Feb 2025 0 repositories listed
• General Time-series Model for Universal Knowledge Representation of Multivariate Time-Series data
  5 Feb 2025 0 repositories listed Syntology 8 ran (of which 8 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified; every one of the 8 samples that ran constructed an object rather than computing a result (of 12 harvested samples)
• LAST SToP For Modeling Asynchronous Time Series
  4 Feb 2025 0 repositories listed
• Heterogeneous Treatment Effect in Time-to-Event Outcomes: Harnessing Censored Data with Recursively Imputed Trees
  3 Feb 2025 0 repositories listed
• MIND: Modality-Informed Knowledge Distillation Framework for Multimodal Clinical Prediction Tasks
  3 Feb 2025 0 repositories listed
• CodeBrain: Impute Any Brain MRI via Instance-specific Scalar-quantized Codes
  30 Jan 2025 0 repositories listed
• A technical review of multi-omics data integration methods: from classical statistical to deep generative approaches
  29 Jan 2025 0 repositories listed
• WARP: An Efficient Engine for Multi-Vector Retrieval
  29 Jan 2025 0 repositories listed
• RAINER: A Robust Ensemble Learning Grid Search-Tuned Framework for Rainfall Patterns Prediction
  28 Jan 2025 0 repositories listed
• Handling Missing Data in Downstream Tasks With Distribution-Preserving Guarantees
  23 Jan 2025 0 repositories listed
• AMM-Diff: Adaptive Multi-Modality Diffusion Network for Missing Modality Imputation
  22 Jan 2025 0 repositories listed
• Longitudinal Missing Data Imputation for Predicting Disability Stage of Patients with Multiple Sclerosis
  22 Jan 2025 0 repositories listed
• Collaborative Imputation of Urban Time Series through Cross-city Meta-learning
  20 Jan 2025 0 repositories listed
• Data Enrichment Opportunities for Distribution Grid Cable Networks using Variational Autoencoders
  19 Jan 2025 0 repositories listed
• Precision Adaptive Imputation Network : An Unified Technique for Mixed Datasets
  18 Jan 2025 0 repositories listed
• DPERC: Direct Parameter Estimation for Mixed Data
  17 Jan 2025 0 repositories listed
• Decision Transformers for RIS-Assisted Systems with Diffusion Model-Based Channel Acquisition
  14 Jan 2025 0 repositories listed
• Bridging Smart Meter Gaps: A Benchmark of Statistical, Machine Learning and Time Series Foundation Models for Data Imputation
  13 Jan 2025 0 repositories listed
• Dataset-Agnostic Recommender Systems
  13 Jan 2025 0 repositories listed
• Boundary-enhanced time series data imputation with long-term dependency diffusion models
  11 Jan 2025 0 repositories listed
• BRATI: Bidirectional Recurrent Attention for Time-Series Imputation
  9 Jan 2025 0 repositories listed
• STINR: Deciphering Spatial Transcriptomics via Implicit Neural Representation
  1 Jan 2025 0 repositories listed
• SketchFill: Sketch-Guided Code Generation for Imputing Derived Missing Values
  26 Dec 2024 0 repositories listed
• Intelligent Approaches to Predictive Analytics in Occupational Health and Safety in India
  20 Dec 2024 0 repositories listed
• Optimizing Fintech Marketing: A Comparative Study of Logistic Regression and XGBoost
  20 Dec 2024 0 repositories listed
• MARIA: a Multimodal Transformer Model for Incomplete Healthcare Data
  19 Dec 2024 0 repositories listed
• Comparative Analysis of Machine Learning-Based Imputation Techniques for Air Quality Datasets with High Missing Data Rates
  18 Dec 2024 0 repositories listed
• Which Imputation Fits Which Feature Selection Method? A Survey-Based Simulation Study
  18 Dec 2024 0 repositories listed
• RDPI: A Refine Diffusion Probability Generation Method for Spatiotemporal Data Imputation
  17 Dec 2024 0 repositories listed
• Missing data imputation for noisy time-series data and applications in healthcare
  15 Dec 2024 0 repositories listed
• WaveGNN: Modeling Irregular Multivariate Time Series for Accurate Predictions
  14 Dec 2024 0 repositories listed
• Low-Rank Matrix Factorizations with Volume-based Constraints and Regularizations
  9 Dec 2024 0 repositories listed
• Imputation Matters: A Deeper Look into an Overlooked Step in Longitudinal Health and Behavior Sensing Research
  8 Dec 2024 0 repositories listed
• FGATT: A Robust Framework for Wireless Data Imputation Using Fuzzy Graph Attention Networks and Transformer Encoders
  2 Dec 2024 0 repositories listed
• A Wave is Worth 100 Words: Investigating Cross-Domain Transferability in Time Series
  1 Dec 2024 0 repositories listed
• Well log data generation and imputation using sequence-based generative adversarial networks
  1 Dec 2024 0 repositories listed
• Forecasting the Price of Rice in Banda Aceh after Covid-19
  21 Nov 2024 0 repositories listed
• A Review on Generative AI Models for Synthetic Medical Text, Time Series, and Longitudinal Data
  19 Nov 2024 0 repositories listed
• mDAE : modified Denoising AutoEncoder for missing data imputation
  19 Nov 2024 0 repositories listed
• Any2Any: Incomplete Multimodal Retrieval with Conformal Prediction
  15 Nov 2024 0 repositories listed
• Is Precise Recovery Necessary? A Task-Oriented Imputation Approach for Time Series Forecasting on Variable Subset
  15 Nov 2024 0 repositories listed
• Expert Study on Interpretable Machine Learning Models with Missing Data
  14 Nov 2024 0 repositories listed
• Enhancing Model Fairness and Accuracy with Similarity Networks: A Methodological Approach
  8 Nov 2024 0 repositories listed
• Filling in Missing FX Implied Volatilities with Uncertainties: Improving VAE-Based Volatility Imputation
  8 Nov 2024 0 repositories listed
• Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graph
  7 Nov 2024 0 repositories listed
• Sampling-guided Heterogeneous Graph Neural Network with Temporal Smoothing for Scalable Longitudinal Data Imputation
  7 Nov 2024 0 repositories listed
• Fine-tuning -- a Transfer Learning approach
  6 Nov 2024 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.