Browse State-of-the-Art › Imputation › Papers, page 7

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 7 of 13: papers 601 to 700 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.

• Towards Resource-Efficient Federated Learning in Industrial IoT for Multivariate Time Series Analysis
  6 Nov 2024 0 repositories listed
• Estimating Ego-Body Pose from Doubly Sparse Egocentric Video Data
  5 Nov 2024 0 repositories listed
• AdaFlow: Opportunistic Inference on Asynchronous Mobile Data with Generalized Affinity Control
  31 Oct 2024 0 repositories listed
• K-Means Clustering With Incomplete Data with the Use of Mahalanobis Distances
  31 Oct 2024 0 repositories listed
• Linearized Wasserstein Barycenters: Synthesis, Analysis, Representational Capacity, and Applications
  31 Oct 2024 0 repositories listed
• Partial Channel Dependence with Channel Masks for Time Series Foundation Models
  30 Oct 2024 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Shining a Light on Hurricane Damage Estimation via Nighttime Light Data: Pre-processing Matters
  29 Oct 2024 0 repositories listed
• A Review of Graph-Powered Data Quality Applications for IoT Monitoring Sensor Networks
  28 Oct 2024 0 repositories listed
• General Causal Imputation via Synthetic Interventions
  28 Oct 2024 0 repositories listed
• LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation
  28 Oct 2024 0 repositories listed
• Graph Signal Adaptive Message Passing
  23 Oct 2024 0 repositories listed
• TranSPORTmer: A Holistic Approach to Trajectory Understanding in Multi-Agent Sports
  23 Oct 2024 0 repositories listed
• GIG: Graph Data Imputation With Graph Differential Dependencies
  21 Oct 2024 0 repositories listed
• LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modeling
  21 Oct 2024 0 repositories listed
• FastSTI: A Fast Conditional Pseudo Numerical Diffusion Model for Spatio-temporal Traffic Data Imputation
  20 Oct 2024 0 repositories listed
• Dual-Label Learning With Irregularly Present Labels
  18 Oct 2024 0 repositories listed
• DiffImp: Efficient Diffusion Model for Probabilistic Time Series Imputation with Bidirectional Mamba Backbone
  17 Oct 2024 0 repositories listed
• Scaling Wearable Foundation Models
  17 Oct 2024 0 repositories listed
• Revisited Large Language Model for Time Series Analysis through Modality Alignment
  16 Oct 2024 0 repositories listed
• Synthesizing Proton-Density Fat Fraction and R₂^* from 2-point Dixon MRI with Generative Machine Learning
  15 Oct 2024 0 repositories listed
• Conditional Lagrangian Wasserstein Flow for Time Series Imputation
  10 Oct 2024 0 repositories listed
• Impact of Missing Values in Machine Learning: A Comprehensive Analysis
  10 Oct 2024 0 repositories listed
• Machine Learning for Missing Value Imputation
  10 Oct 2024 0 repositories listed
• TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models
  8 Oct 2024 0 repositories listed
• WearableMil: An End-to-End Framework for Military Activity Recognition and Performance Monitoring
  7 Oct 2024 0 repositories listed
• High-dimensional logistic regression with missing data: Imputation, regularization, and universality
  1 Oct 2024 0 repositories listed
• A Novel Framework for Analyzing Structural Transformation in Data-Constrained Economies Using Bayesian Modeling and Machine Learning
  25 Sep 2024 0 repositories listed
• Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast
  23 Sep 2024 0 repositories listed
• Multi-Modality Conditioned Variational U-Net for Field-of-View Extension in Brain Diffusion MRI
  20 Sep 2024 0 repositories listed
• Enhancing PM2.5 Data Imputation and Prediction in Air Quality Monitoring Networks Using a KNN-SINDy Hybrid Model
  18 Sep 2024 0 repositories listed
• Recurrent Interpolants for Probabilistic Time Series Prediction
  18 Sep 2024 0 repositories listed
• Task-Augmented Cross-View Imputation Network for Partial Multi-View Incomplete Multi-Label Classification
  12 Sep 2024 0 repositories listed
• Towards Robust Uncertainty-Aware Incomplete Multi-View Classification
  10 Sep 2024 0 repositories listed
• Imputation of Time-varying Edge Flows in Graphs by Multilinear Kernel Regression and Manifold Learning
  8 Sep 2024 0 repositories listed
• Exploiting the Data Gap: Utilizing Non-ignorable Missingness to Manipulate Model Learning
  6 Sep 2024 0 repositories listed
• TimeDiT: General-purpose Diffusion Transformers for Time Series Foundation Model
  3 Sep 2024 0 repositories listed
• Data is missing again -- Reconstruction of power generation data using k-Nearest Neighbors and spectral graph theory
  30 Aug 2024 0 repositories listed
• Evidential Deep Partial Multi-View Classification With Discount Fusion
  23 Aug 2024 0 repositories listed
• On Missing Scores in Evolving Multibiometric Systems
  21 Aug 2024 0 repositories listed
• Trajectory Imputation in Multi-Agent Sports with Derivative-Accumulating Self-Ensemble
  20 Aug 2024 0 repositories listed
• To Impute or Not: Recommendations for Multibiometric Fusion
  15 Aug 2024 0 repositories listed
• A Bayesian Classification Trees Approach to Treatment Effect Variation with Noncompliance
  14 Aug 2024 0 repositories listed
• An End-to-End Model for Time Series Classification In the Presence of Missing Values
  11 Aug 2024 0 repositories listed
• Data-Driven Machine Learning Approaches for Predicting In-Hospital Sepsis Mortality
  3 Aug 2024 0 repositories listed
• Empirical Bayes Linked Matrix Decomposition
  1 Aug 2024 0 repositories listed
• HyperMM : Robust Multimodal Learning with Varying-sized Inputs
  30 Jul 2024 0 repositories listed
• Denoising ESG: quantifying data uncertainty from missing data with Machine Learning and prediction intervals
  29 Jul 2024 0 repositories listed
• Imputation for prediction: beware of diminishing returns
  29 Jul 2024 0 repositories listed
• White Matter Geometry-Guided Score-Based Diffusion Model for Tissue Microstructure Imputation in Tractography Imaging
  28 Jul 2024 0 repositories listed
• Generative Adversarial Networks for Imputing Sparse Learning Performance
  26 Jul 2024 0 repositories listed
• DAM: Towards A Foundation Model for Time Series Forecasting
  25 Jul 2024 0 repositories listed
• Time Series Missing Imputation with Multivariate Radial Basis Function Neural Network
  24 Jul 2024 0 repositories listed
• Streetscapes: Large-scale Consistent Street View Generation Using Autoregressive Video Diffusion
  18 Jul 2024 0 repositories listed
• ITI-IQA: a Toolbox for Heterogeneous Univariate and Multivariate Missing Data Imputation Quality Assessment
  16 Jul 2024 0 repositories listed
• Omni-Dimensional Frequency Learner for General Time Series Analysis
  15 Jul 2024 0 repositories listed
• Random Channel Ablation for Robust Hand Gesture Classification with Multimodal Biosignals
  15 Jul 2024 0 repositories listed
• Data Imputation using Large Language Model to Accelerate Recommendation System
  14 Jul 2024 0 repositories listed
• SpreadFGL: Edge-Client Collaborative Federated Graph Learning with Adaptive Neighbor Generation
  14 Jul 2024 0 repositories listed
• URRL-IMVC: Unified and Robust Representation Learning for Incomplete Multi-View Clustering
  12 Jul 2024 0 repositories listed
• How Deep is your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation
  11 Jul 2024 0 repositories listed
• TriQXNet: Forecasting Dst Index from Solar Wind Data Using an Interpretable Parallel Classical-Quantum Framework with Uncertainty Quantification
  9 Jul 2024 0 repositories listed
• A Convexified Matching Approach to Imputation and Individualized Inference
  7 Jul 2024 0 repositories listed
• Diffusion Models for Tabular Data Imputation and Synthetic Data Generation
  2 Jul 2024 0 repositories listed
• missForestPredict -- Missing data imputation for prediction settings
  2 Jul 2024 0 repositories listed
• Evaluating the Role of Data Enrichment Approaches Towards Rare Event Analysis in Manufacturing
  1 Jul 2024 0 repositories listed
• MUSE-Net: Missingness-aware mUlti-branching Self-attention Encoder for Irregular Longitudinal Electronic Health Records
  30 Jun 2024 0 repositories listed
• Debiased Recommendation with Noisy Feedback
  24 Jun 2024 0 repositories listed
• METRIK: Measurement-Efficient Randomized Controlled Trials using Transformers with Input Masking
  24 Jun 2024 0 repositories listed
• Under the Hood of Tabular Data Generation Models: Benchmarks with Extensive Tuning
  18 Jun 2024 0 repositories listed
• Bridging Design Gaps: A Parametric Data Completion Approach With Graph Guided Diffusion Models
  17 Jun 2024 0 repositories listed
• Malicious URL Detection using optimized Hist Gradient Boosting Classifier based on grid search method
  12 Jun 2024 0 repositories listed
• Hinge-FM2I: An Approach using Image Inpainting for Interpolating Missing Data in Univariate Time Series
  8 Jun 2024 0 repositories listed
• MagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data
  5 Jun 2024 0 repositories listed
• Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation
  4 Jun 2024 0 repositories listed
• Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis
  31 May 2024 0 repositories listed
• Knockout: A simple way to handle missing inputs
  30 May 2024 0 repositories listed
• Gradient Guided Hypotheses: A unified solution to enable machine learning models on scarce and noisy data regimes
  29 May 2024 0 repositories listed
• Pretrained Mobility Transformer: A Foundation Model for Human Mobility
  29 May 2024 0 repositories listed
• Privacy Preserving Data Imputation via Multi-party Computation for Medical Applications
  29 May 2024 0 repositories listed
• A Context-Aware Approach for Enhancing Data Imputation with Pre-trained Language Models
  28 May 2024 0 repositories listed
• Scalable Numerical Embeddings for Multivariate Time Series: Enhancing Healthcare Data Representation Learning
  26 May 2024 0 repositories listed
• Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models
  24 May 2024 0 repositories listed
• Score-CDM: Score-Weighted Convolutional Diffusion Model for Multivariate Time Series Imputation
  21 May 2024 0 repositories listed
• Estimating the Impact of Social Distance Policy in Mitigating COVID-19 Spread with Factor-Based Imputation Approach
  20 May 2024 0 repositories listed
• AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis
  17 May 2024 0 repositories listed
• Flexible Motion In-betweening with Diffusion Models
  17 May 2024 0 repositories listed
• High-dimensional multiple imputation (HDMI) for partially observed confounders including natural language processing-derived auxiliary covariates
  17 May 2024 0 repositories listed
• An Automatic Prompt Generation System for Tabular Data Tasks
  9 May 2024 0 repositories listed
• Field-of-View Extension for Brain Diffusion MRI via Deep Generative Models
  6 May 2024 0 repositories listed
• M-DEW: Extending Dynamic Ensemble Weighting to Handle Missing Values
  30 Apr 2024 0 repositories listed
• TI-ASU: Toward Robust Automatic Speech Understanding through Text-to-speech Imputation Against Missing Speech Modality
  27 Apr 2024 0 repositories listed
• DPGAN: A Dual-Path Generative Adversarial Network for Missing Data Imputation in Graphs
  26 Apr 2024 0 repositories listed
• Machine Learning Techniques with Fairness for Prediction of Completion of Drug and Alcohol Rehabilitation
  23 Apr 2024 0 repositories listed
• Score matching for sub-Riemannian bridge sampling
  23 Apr 2024 0 repositories listed
• Using a Local Surrogate Model to Interpret Temporal Shifts in Global Annual Data
  18 Apr 2024 0 repositories listed
• Predictive Modelling of Air Quality Index (AQI) Across Diverse Cities and States of India using Machine Learning: Investigating the Influence of Punjab's Stubble Burning on AQI Variability
  11 Apr 2024 0 repositories listed
• A parameter-free clustering algorithm for missing datasets
  8 Apr 2024 0 repositories listed
• Review for Handling Missing Data with special missing mechanism
  7 Apr 2024 0 repositories listed
• Nonparametric End-to-End Probabilistic Forecasting of Distributed Generation Outputs Considering Missing Data Imputation
  31 Mar 2024 0 repositories listed
• Sequential Synthetic Difference in Differences
  29 Mar 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.