Amortized Variational Inference for Logistic Regression with Missing Covariates
Fuente:
arXiv
Saved in:
| Main Authors: | Cherifi, M., Sportisse, Aude, Zhu, Xujia, Korso, Mohammed Nabil El, Mesloub, A. |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Maximum Likelihood for Logistic Regression Model with Incomplete and Hybrid-Type Covariates
by: Cherifi, Mohamed, et al.
Published: (2025)
by: Cherifi, Mohamed, et al.
Published: (2025)
When to Trust Confidence Thresholding: Calibration Diagnostics for Pseudo-Labelled Regression
by: Kurbucz, Marcell T.
Published: (2026)
by: Kurbucz, Marcell T.
Published: (2026)
From Tail Universality to Bernstein-von Mises: A Unified Statistical Theory of Semi-Implicit Variational Inference
by: Plummer, Sean
Published: (2025)
by: Plummer, Sean
Published: (2025)
Laplace Variational Inference for Bayesian Envelope Models
by: Kim, Seunghyeon, et al.
Published: (2026)
by: Kim, Seunghyeon, et al.
Published: (2026)
Bayesian Analysis of the Beta Regression Model Subject to Linear Inequality Restrictions with Application
by: Seifollahi, Solmaz, et al.
Published: (2024)
by: Seifollahi, Solmaz, et al.
Published: (2024)
A note on Bayesian R-squared for generalized additive mixed models
by: Jalilian, Abdollah, et al.
Published: (2024)
by: Jalilian, Abdollah, et al.
Published: (2024)
Exact MLE for Generalized Linear Mixed Models
by: Zhang, Tonglin
Published: (2024)
by: Zhang, Tonglin
Published: (2024)
metabeta -- A fast neural model for Bayesian mixed-effects regression
by: Kipnis, Alex, et al.
Published: (2025)
by: Kipnis, Alex, et al.
Published: (2025)
A semiparametric generalized exponential regression model with a principled distance-based prior
by: Dey, Arijit, et al.
Published: (2023)
by: Dey, Arijit, et al.
Published: (2023)
Integration of Structural Equation Modeling and Bayesian Networks in the Context of Causal Inference: A Case Study on Personal Positive Youth Development
by: Benitez, Edgar, et al.
Published: (2024)
by: Benitez, Edgar, et al.
Published: (2024)
Explainable Bayesian deep learning through input-skip Latent Binary Bayesian Neural Networks
by: Høyheim, Eirik, et al.
Published: (2025)
by: Høyheim, Eirik, et al.
Published: (2025)
Bayesian Generalized Nonlinear Models Offer Basis Free SINDy With Model Uncertainty
by: Hubin, Aliaksandr
Published: (2025)
by: Hubin, Aliaksandr
Published: (2025)
FBMS: An R Package for Flexible Bayesian Model Selection and Model Averaging
by: Frommlet, Florian, et al.
Published: (2025)
by: Frommlet, Florian, et al.
Published: (2025)
A Bayesian Framework for Regularized Estimation in Multivariate Models Integrating Approximate Computing Concepts
by: Kalina, Jan
Published: (2025)
by: Kalina, Jan
Published: (2025)
Feature Selection and Regularization in Multi-Class Classification: An Empirical Study of One-vs-Rest Logistic Regression with Gradient Descent Optimization and L1 Sparsity Constraints
by: Arafat, Jahidul, et al.
Published: (2025)
by: Arafat, Jahidul, et al.
Published: (2025)
Bayesian Bell regression model for fitting of overdispersed count data with application
by: Alhseeni, Ameer Musa Imran, et al.
Published: (2024)
by: Alhseeni, Ameer Musa Imran, et al.
Published: (2024)
High-dimensional linear regression inference via $\ell^2$ weak convergence
by: Fujimori, Kou, et al.
Published: (2026)
by: Fujimori, Kou, et al.
Published: (2026)
Moment-Based Inference for Regression with Latent Dirichlet Covariates
by: Jiang, Ziyu
Published: (2026)
by: Jiang, Ziyu
Published: (2026)
Inference for high-dimensional linear expectile regression with de-biased method
by: Li, Xiang, et al.
Published: (2024)
by: Li, Xiang, et al.
Published: (2024)
Multivariate MM-estimators with auxiliary Scale for Linear Models with Structured Covariance Matrices
by: Lopuhaa, Hendrik Paul
Published: (2025)
by: Lopuhaa, Hendrik Paul
Published: (2025)
A Modified Bayesian Criterion for Model Selection in Mixed and Hierarchical Frameworks
by: Ramirez, Diogenes de Jesus, et al.
Published: (2026)
by: Ramirez, Diogenes de Jesus, et al.
Published: (2026)
Is Causality Necessary for Efficient Portfolios? A Computational Perspective on Predictive Validity and Model Misspecification
by: Dominguez, Alejandro Rodriguez
Published: (2025)
by: Dominguez, Alejandro Rodriguez
Published: (2025)
Substantive-Model-Compatible Multiple Imputation for Cox Regression with a Diverging Number of Covariates
by: Zhang, Zhilin, et al.
Published: (2026)
by: Zhang, Zhilin, et al.
Published: (2026)
Neural Methods for Multiple Systems Estimation Models
by: Marsh, Joseph, et al.
Published: (2026)
by: Marsh, Joseph, et al.
Published: (2026)
Privacy Guarantees in Posterior Sampling under Contamination
by: Hu, Shenggang, et al.
Published: (2024)
by: Hu, Shenggang, et al.
Published: (2024)
An accurate percentile method for parametric inference based on asymptotically biased estimators
by: Orso, Samuel, et al.
Published: (2024)
by: Orso, Samuel, et al.
Published: (2024)
Bayesian inference with sources of uncertainty: from confidence modelling to sparse estimation
by: Rosa, Rafael Mouallem, et al.
Published: (2026)
by: Rosa, Rafael Mouallem, et al.
Published: (2026)
Machine Collaboration
by: Liu, Qingfeng, et al.
Published: (2021)
by: Liu, Qingfeng, et al.
Published: (2021)
Diaconis-Ylvisaker prior penalized likelihood for $p/n \to κ\in (0,1)$ logistic regression
by: Sterzinger, Philipp, et al.
Published: (2023)
by: Sterzinger, Philipp, et al.
Published: (2023)
A Regression-Based Share Market Prediction Model for Bangladesh
by: Fabiha, Syeda Tasnim, et al.
Published: (2025)
by: Fabiha, Syeda Tasnim, et al.
Published: (2025)
Revisiting Unbiased Implicit Variational Inference
by: Pielok, Tobias, et al.
Published: (2025)
by: Pielok, Tobias, et al.
Published: (2025)
On Second order correctness of Bootstrap in Logistic Regression
by: Das, Debraj, et al.
Published: (2020)
by: Das, Debraj, et al.
Published: (2020)
Moderation effects and elasticities in compositional regression with a total. Application to Bayesian spatiotemporal modelling of all-cause mortality from environmental stressors
by: Coenders, Germà, et al.
Published: (2025)
by: Coenders, Germà, et al.
Published: (2025)
Leave-group-out cross-validation for latent Gaussian models
by: Liu, Zhedong, et al.
Published: (2022)
by: Liu, Zhedong, et al.
Published: (2022)
A Multi-Evidence Framework Rescues Low-Power Prognostic Signals and Rejects Statistical Artifacts in Cancer Genomics
by: Akarlar, Gokturk Aytug
Published: (2025)
by: Akarlar, Gokturk Aytug
Published: (2025)
Non-Heuristic Selection via Hybrid Regularized and Machine Learning Models for Insurance
by: Galvão, Luciano Ribeiro, et al.
Published: (2025)
by: Galvão, Luciano Ribeiro, et al.
Published: (2025)
Beyond Least Squares: Robust Regression Transformer (R2T)
by: Gutierrez, Roman, et al.
Published: (2025)
by: Gutierrez, Roman, et al.
Published: (2025)
Forecasting intermittent time series with Gaussian Processes and Tweedie likelihood
by: Damato, Stefano, et al.
Published: (2025)
by: Damato, Stefano, et al.
Published: (2025)
Forecasting Oncology Demand Trends with Boosting-Based Bayesian Conjugate Models
by: Neto, Ademir Batista dos Santos, et al.
Published: (2026)
by: Neto, Ademir Batista dos Santos, et al.
Published: (2026)
Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional Systems
by: MacKinlay, Dan, et al.
Published: (2024)
by: MacKinlay, Dan, et al.
Published: (2024)
Similar Items
-
Maximum Likelihood for Logistic Regression Model with Incomplete and Hybrid-Type Covariates
by: Cherifi, Mohamed, et al.
Published: (2025) -
When to Trust Confidence Thresholding: Calibration Diagnostics for Pseudo-Labelled Regression
by: Kurbucz, Marcell T.
Published: (2026) -
From Tail Universality to Bernstein-von Mises: A Unified Statistical Theory of Semi-Implicit Variational Inference
by: Plummer, Sean
Published: (2025) -
Laplace Variational Inference for Bayesian Envelope Models
by: Kim, Seunghyeon, et al.
Published: (2026) -
Bayesian Analysis of the Beta Regression Model Subject to Linear Inequality Restrictions with Application
by: Seifollahi, Solmaz, et al.
Published: (2024)