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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 5 of 13: papers 401 to 500 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.

• EPEM: Efficient Parameter Estimation for Multiple Class Monotone Missing Data
  23 Sep 2020 1 repository listed
• Time-series Imputation and Prediction with Bi-Directional Generative Adversarial Networks
  18 Sep 2020 1 repository listed
• Concept Drift Detection: Dealing with MissingValues via Fuzzy Distance Estimations
  9 Aug 2020 1 repository listed
• Scalable Low-Rank Tensor Learning for Spatiotemporal Traffic Data Imputation
  7 Aug 2020 1 repository listed
• Joints in Random Forests
  25 Jun 2020 1 repository listed
• Low-Rank Autoregressive Tensor Completion for Multivariate Time Series Forecasting
  18 Jun 2020 1 repository listed
• Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
  12 Jun 2020 1 repository listed
• VAEs in the Presence of Missing Data
  9 Jun 2020 1 repository listed
• Simultaneous imputation and disease classification in incomplete medical datasets using Multigraph Geometric Matrix Completion (MGMC)
  14 May 2020 1 repository listed
• Deep Recurrent Model for Individualized Prediction of Alzheimer's Disease Progression
  6 May 2020 1 repository listed
• Ghost Imputation: Accurately Reconstructing Missing Data of the Off Period
  3 May 2020 1 repository listed
• Multiple imputation using chained random forests: a preliminary study based on the empirical distribution of out-of-bag prediction errors
  30 Apr 2020 1 repository listed
• Influence of parallel computing strategies of iterative imputation of missing data: a case study on missForest
  23 Apr 2020 1 repository listed
• MCFlow: Monte Carlo Flow Models for Data Imputation
  27 Mar 2020 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• A Nonconvex Low-Rank Tensor Completion Model for Spatiotemporal Traffic Data Imputation
  23 Mar 2020 1 repository listed
• Uncertainty-Aware Variational-Recurrent Imputation Network for Clinical Time Series
  2 Mar 2020 1 repository listed
• Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction
  2 Mar 2020 1 repository listed
• MissDeepCausal: Causal Inference from Incomplete Data Using Deep Latent Variable Models
  25 Feb 2020 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Imputer: Sequence Modelling via Imputation and Dynamic Programming
  20 Feb 2020 1 repository listed Syntology 3 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; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Missing Data Imputation using Optimal Transport
  10 Feb 2020 1 repository listed
• MOGPTK: The Multi-Output Gaussian Process Toolkit
  9 Feb 2020 1 repository listed
• Traffic Data Imputation using Deep Convolutional Neural Networks
  21 Jan 2020 1 repository listed
• Mind the gap: an experimental evaluation of imputation of missing values techniques in time series
  15 Jan 2020 1 repository listed
• Using Data Imputation for Signal Separation in High Contrast Imaging
  2 Jan 2020 1 repository listed
• ACFlow: Flow Models for Arbitrary Conditional Likelihoods
  1 Jan 2020 1 repository listed
• Unsupervised Adversarial Image Inpainting
  18 Dec 2019 1 repository listed
• Graph-Based Semi-Supervised Learning with Non-ignorable Non-response
  1 Dec 2019 1 repository listed
• Icebreaker: Element-wise Efficient Information Acquisition with a Bayesian Deep Latent Gaussian Model
  1 Dec 2019 1 repository listed
• ODE2VAE: Deep generative second order ODEs with Bayesian neural networks
  1 Dec 2019 1 repository listed
• Missingness as Stability: Understanding the Structure of Missingness in Longitudinal EHR data and its Impact on Reinforcement Learning in Healthcare
  16 Nov 2019 1 repository listed
• Imputing missing values with unsupervised random trees
  15 Nov 2019 1 repository listed
• Probabilistic sequential matrix factorization
  9 Oct 2019 1 repository listed
• On Tractable Computation of Expected Predictions
  5 Oct 2019 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 3 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• ProtRank: Bypassing the imputation of missing values in differential expression analysis of proteomic data
  30 Sep 2019 1 repository listed
• Flow Models for Arbitrary Conditional Likelihoods
  13 Sep 2019 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Icebreaker: Element-wise Active Information Acquisition with Bayesian Deep Latent Gaussian Model
  13 Aug 2019 1 repository listed
• Mixture-based Multiple Imputation Model for Clinical Data with a Temporal Dimension
  12 Aug 2019 1 repository listed
• DeepClean -- self-supervised artefact rejection for intensive care waveform data using deep generative learning
  8 Aug 2019 1 repository listed
• Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data
  15 Jul 2019 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
• Change point detection for graphical models in the presence of missing values
  11 Jul 2019 1 repository listed
• Warfarin dose estimation on multiple datasets with automated hyperparameter optimisation and a novel software framework
  11 Jul 2019 1 repository listed
• Embedding Imputation with Grounded Language Information
  1 Jul 2019 1 repository listed
• A Bayesian Model of Dose-Response for Cancer Drug Studies
  10 Jun 2019 1 repository listed
• Why Not to Use Zero Imputation? Correcting Sparsity Bias in Training Neural Networks
  1 Jun 2019 1 repository listed
• Fairness and Missing Values
  29 May 2019 1 repository listed
• ODE²VAE: Deep generative second order ODEs with Bayesian neural networks
  27 May 2019 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• CLEAR: Coverage-based Limiting-cell Experiment Analysis for RNA-seq
  23 May 2019 1 repository listed
• Enhancing Domain Word Embedding via Latent Semantic Imputation
  21 May 2019 1 repository listed
• Missing Data Imputation with Adversarially-trained Graph Convolutional Networks
  6 May 2019 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• SSIM -A Deep Learning Approach for Recovering Missing Time Series Sensor Data
  3 Apr 2019 1 repository listed
• UAFS: Uncertainty-Aware Feature Selection for Problems with Missing Data
  2 Apr 2019 1 repository listed
• MedGCN: Medication recommendation and lab test imputation via graph convolutional networks
  31 Mar 2019 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• What to Expect of Classifiers? Reasoning about Logistic Regression with Missing Features
  5 Mar 2019 1 repository listed
• Improving Missing Data Imputation with Deep Generative Models
  27 Feb 2019 1 repository listed
• HexaGAN: Generative Adversarial Nets for Real World Classification
  26 Feb 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• NAOMI: Non-Autoregressive Multiresolution Sequence Imputation
  30 Jan 2019 1 repository listed Syntology official (archive's flag): 1 ran · 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)
• CollaGAN : Collaborative GAN for Missing Image Data Imputation
  28 Jan 2019 1 repository listed
• Imputation and low-rank estimation with Missing Not At Random data
  29 Dec 2018 1 repository listed
• Evaluating the Impact of Intensity Normalization on MR Image Synthesis
  11 Dec 2018 1 repository listed
• Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved
  27 Nov 2018 1 repository listed
• Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection
  22 Sep 2018 1 repository listed
• Processing of missing data by neural networks
  18 May 2018 1 repository listed
• Model Agnostic Time Series Analysis via Matrix Estimation
  25 Feb 2018 1 repository listed
• Recurrent Neural Network-Based Semantic Variational Autoencoder for Sequence-to-Sequence Learning
  9 Feb 2018 1 repository listed
• Bootstrapping and Multiple Imputation Ensemble Approaches for Missing Data
  1 Feb 2018 1 repository listed
• Who wins the Miss Contest for Imputation Methods? Our Vote for Miss BooPF
  30 Nov 2017 1 repository listed
• Temporally-Reweighted Chinese Restaurant Process Mixtures for Clustering, Imputing, and Forecasting Multivariate Time Series
  18 Oct 2017 1 repository listed
• A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning
  16 Oct 2017 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• The low-rank hurdle model
  6 Sep 2017 1 repository listed
• VIGAN: Missing View Imputation with Generative Adversarial Networks
  22 Aug 2017 1 repository listed
• RIDDLE: Race and ethnicity Imputation from Disease history with Deep LEarning
  6 Jul 2017 1 repository listed
• imputeTS: Time Series Missing Value Imputation in R
  1 Jun 2017 1 repository listed
• Missing Data Imputation for Supervised Learning
  28 Oct 2016 1 repository listed
• HeMIS: Hetero-Modal Image Segmentation
  18 Jul 2016 1 repository listed
• Learning to Generate with Memory
  24 Feb 2016 1 repository listed
• Parse Imputation for Dependency Annotations
  1 Jul 2015 1 repository listed
• Data Generation as Sequential Decision Making
  10 Jun 2015 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Latent Gaussian Processes for Distribution Estimation of Multivariate Categorical Data
  7 Mar 2015 1 repository listed
• Multiple imputation using chained equations: issues and guidance for practice
  30 Nov 2010 1 repository listed
• Missing value imputation with adversarial random forests -- MissARF
  21 Jul 2025 0 repositories listed
• MoTM: Towards a Foundation Model for Time Series Imputation based on Continuous Modeling
  17 Jul 2025 0 repositories listed
• Leveraging AI Graders for Missing Score Imputation to Achieve Accurate Ability Estimation in Constructed-Response Tests
  25 Jun 2025 0 repositories listed
• DIM-SUM: Dynamic IMputation for Smart Utility Management
  24 Jun 2025 0 repositories listed
• LSCD: Lomb-Scargle Conditioned Diffusion for Time series Imputation
  20 Jun 2025 0 repositories listed
• Covariance Decomposition for Distance Based Species Tree Estimation
  19 Jun 2025 0 repositories listed
• HEIST: A Graph Foundation Model for Spatial Transcriptomics and Proteomics Data
  11 Jun 2025 0 repositories listed
• Filling in the Blanks: Applying Data Imputation in incomplete Water Metering Data
  10 Jun 2025 0 repositories listed
• LSM-2: Learning from Incomplete Wearable Sensor Data
  5 Jun 2025 0 repositories listed
• Does Prompt Design Impact Quality of Data Imputation by LLMs?
  4 Jun 2025 0 repositories listed
• Missing Data in Signal Processing and Machine Learning: Models, Methods and Modern Approaches
  2 Jun 2025 0 repositories listed
• Predicting Postoperative Stroke in Elderly SICU Patients: An Interpretable Machine Learning Model Using MIMIC Data
  2 Jun 2025 0 repositories listed
• Temporal Variational Implicit Neural Representations
  2 Jun 2025 0 repositories listed
• Reconstruction of Partial Dissimilarity Matrices for Cognitive Neuroscience
  31 May 2025 0 repositories listed
• A DNA Methylation Classification Model Predicts Organ and Disease Site
  30 May 2025 0 repositories listed
• MGE-LDM: Joint Latent Diffusion for Simultaneous Music Generation and Source Extraction
  29 May 2025 0 repositories listed
• Covariate-Adjusted Deep Causal Learning for Heterogeneous Panel Data Models
  26 May 2025 0 repositories listed
• MedDreamer: Model-Based Reinforcement Learning with Latent Imagination on Complex EHRs for Clinical Decision Support
  26 May 2025 0 repositories listed
• Multimodal Federated Learning With Missing Modalities through Feature Imputation Network
  26 May 2025 0 repositories listed
• Probabilistic Spatial Interpolation of Sparse Data using Diffusion Models
  26 May 2025 0 repositories listed
• Fast and Accurate Power Load Data Completion via Regularization-optimized Low-Rank Factorization
  25 May 2025 0 repositories listed

Syntology lines on 13 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.