Cover Image

Conformalized Super Learner

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Zhanli, Leisen, Fabrizio, Luque-Fernandez, Miguel-Angel, Rubio, F. Javier
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Computation Methodology
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Conformalized Regression for Continuous Bounded Outcomes
by: Wu, Zhanli, et al.
Published: (2025)

Performance of Cross-Validated Targeted Maximum Likelihood Estimation
by: Smith, Matthew J., et al.
Published: (2024)

Conformalized Polynomial Chaos Expansion for Uncertainty-aware Surrogate Modeling
by: Loukrezis, Dimitrios, et al.
Published: (2025)

Pseudo-Observations and Super Learner for the Estimation of the Restricted Mean Survival Time
by: Cwiling, Ariane, et al.
Published: (2024)

Conformal prediction for frequency-severity modeling
by: Graziadei, Helton, et al.
Published: (2023)

Differentially Private Conformal Prediction via Quantile Binary Search
by: Romanus, Ogonnaya M., et al.
Published: (2025)

Generative Conformal Prediction with Vectorized Non-Conformity Scores
by: Zheng, Minxing, et al.
Published: (2024)

Unified Conformalized Multiple Testing with Full Data Efficiency
by: Huo, Yuyang, et al.
Published: (2025)

Conditional Testing based on Localized Conformal p-values
by: Wu, Xiaoyang, et al.
Published: (2024)

A Large-Scale Empirical Comparison of Meta-Learners and Causal Forests for Heterogeneous Treatment Effect Estimation in Marketing Uplift Modeling
by: Singh, Aman
Published: (2026)

Proximal Approximate Inference in State-Space Models
by: Abdulsamad, Hany, et al.
Published: (2025)

Conformal changepoint localization
by: Hore, Rohan, et al.
Published: (2026)

CREDO: Epistemic-Aware Conformalized Credal Envelopes for Regression
by: Cabezas, Luben M. C., et al.
Published: (2026)

SpeedCP: Fast Kernel-based Conditional Conformal Prediction
by: Liu, Yating, et al.
Published: (2025)

Conformal Prediction Sets for Instance Segmentation
by: Lu, Kerri, et al.
Published: (2026)

Conformal Prediction for Long-Tailed Classification
by: Ding, Tiffany, et al.
Published: (2025)

Elements of Conformal Prediction for Statisticians
by: Sesia, Matteo, et al.
Published: (2026)

Self-Calibrating Conformal Prediction
by: van der Laan, Lars, et al.
Published: (2024)

Boosted Conformal Prediction Intervals
by: Xie, Ran, et al.
Published: (2024)

neuralGAM: An R Package for Fitting Generalized Additive Neural Networks
by: Ortega-Fernandez, Ines, et al.
Published: (2025)

Restricted mean survival times for comparing grouped survival data: a Bayesian nonparametric approach
by: Riva-Palacio, Alan, et al.
Published: (2024)

Flow-Based Conformal Predictive Distributions
by: Harris, Trevor
Published: (2026)

Multi-Distribution Robust Conformal Prediction
by: Yang, Yuqi, et al.
Published: (2026)

From Conformal Predictions to Confidence Regions
by: Guille-Escuret, Charles, et al.
Published: (2024)

Conformal Calibration of Statistical Confidence Sets
by: Cabezas, Luben M. C., et al.
Published: (2024)

Conformal Risk Control for Ordinal Classification
by: Xu, Yunpeng, et al.
Published: (2024)

Transductive Conformal Inference for Full Ranking
by: Fermanian, Jean-Baptiste, et al.
Published: (2025)

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners
by: Knowlton, Rebecca, et al.
Published: (2025)

Stable Localized Conformal Prediction via Transduction
by: Min, Yinjie, et al.
Published: (2026)

Conformal Prediction via Transported Beta Laws
by: Ramos, Thiago R., et al.
Published: (2026)

Optimal Model Selection for Conformalized Robust Optimization
by: Bao, Yajie, et al.
Published: (2025)

Distribution-free Conformal Prediction for Ordinal Classification
by: Chakraborty, Subhrasish, et al.
Published: (2024)

Noise-Adaptive Conformal Classification with Marginal Coverage
by: Bortolotti, Teresa, et al.
Published: (2025)

Integrating Uncertainty Awareness into Conformalized Quantile Regression
by: Rossellini, Raphael, et al.
Published: (2023)

STACI: Spatio-Temporal Aleatoric Conformal Inference
by: Feng, Brandon R., et al.
Published: (2025)

Beyond Differences: Doubly Robust Meta-Learners for Ratio-Based Treatment Effects
by: Fuchs, Michael, et al.
Published: (2026)

Online Conformal Prediction for Non-Exchangeable Panel Data
by: Tu, Daohong, et al.
Published: (2026)

Conformal prediction for full and sparse polynomial chaos expansions
by: Hatstatt, A., et al.
Published: (2026)

Extending Prediction-Powered Inference through Conformal Prediction
by: Csillag, Daniel, et al.
Published: (2025)

Conformal link prediction for false discovery rate control
by: Marandon, Ariane
Published: (2023)