Minimum Volume Conformal Sets for Multivariate Regression
Fuente:
arXiv
Saved in:
| Main Authors: | Braun, Sacha, Aolaritei, Liviu, Jordan, Michael I., Bach, Francis |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multivariate Standardized Residuals for Conformal Prediction
by: Braun, Sacha, et al.
Published: (2025)
by: Braun, Sacha, et al.
Published: (2025)
Valid Selection among Conformal Sets
by: Hegazy, Mahmoud, et al.
Published: (2025)
by: Hegazy, Mahmoud, et al.
Published: (2025)
Super-Level-Set Regression: Conditional Quantiles via Volume Minimization
by: Braun, Sacha, et al.
Published: (2026)
by: Braun, Sacha, et al.
Published: (2026)
Convergence to the Truth
by: Lin, Hanti
Published: (2024)
by: Lin, Hanti
Published: (2024)
Conformal Prediction under Levy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations
by: Aolaritei, Liviu, et al.
Published: (2025)
by: Aolaritei, Liviu, et al.
Published: (2025)
Gaussian credible intervals in Bayesian nonparametric estimation of the unseen
by: Contardi, Claudia, et al.
Published: (2025)
by: Contardi, Claudia, et al.
Published: (2025)
Variational Autoencoders-based Detection of Extremes in Plant Productivity in an Earth System Model
by: Sharma, Bharat, et al.
Published: (2025)
by: Sharma, Bharat, et al.
Published: (2025)
TabCF: Distributional Control Function Estimation with Tabular Foundation Models
by: Chen, Geping, et al.
Published: (2026)
by: Chen, Geping, et al.
Published: (2026)
Scientific Realism vs. Anti-Realism: Toward a Common Ground
by: Lin, Hanti
Published: (2024)
by: Lin, Hanti
Published: (2024)
Unified Inductive Logic: From Formal Learning to Statistical Inference to Supervised Learning
by: Lin, Hanti
Published: (2024)
by: Lin, Hanti
Published: (2024)
Extrapolating Single-Treatment Effects Out of Factorial Experiments
by: Duarte, Guilherme
Published: (2024)
by: Duarte, Guilherme
Published: (2024)
Conditional Coverage Diagnostics for Conformal Prediction
by: Braun, Sacha, et al.
Published: (2025)
by: Braun, Sacha, et al.
Published: (2025)
Adaptive Off-Policy Inference for M-Estimators Under Model Misspecification
by: Leiner, James, et al.
Published: (2025)
by: Leiner, James, et al.
Published: (2025)
The Logic of Counterfactuals and the Epistemology of Causal Inference
by: Lin, Hanti
Published: (2024)
by: Lin, Hanti
Published: (2024)
Identifying and Estimating Causal Direct Effects Under Unmeasured Confounding
by: Boileau, Philippe, et al.
Published: (2026)
by: Boileau, Philippe, et al.
Published: (2026)
Heckman Selection Contaminated Normal Model
by: Lim, Heeju, et al.
Published: (2024)
by: Lim, Heeju, et al.
Published: (2024)
Identification of physiological shock in intensive care units via Bayesian regime switching models
by: Kendall, Emmett B., et al.
Published: (2026)
by: Kendall, Emmett B., et al.
Published: (2026)
Local Polynomial Lp-norm Regression
by: Tazik, Ladan, et al.
Published: (2025)
by: Tazik, Ladan, et al.
Published: (2025)
Multivariate Matérn Models -- A Spectral Approach
by: Yarger, Drew, et al.
Published: (2023)
by: Yarger, Drew, et al.
Published: (2023)
Delving Into the Psychology of Machines: Exploring the Structure of Self-Regulated Learning via LLM-Generated Survey Responses
by: Vogelsmeier, Leonie V. D. E., et al.
Published: (2025)
by: Vogelsmeier, Leonie V. D. E., et al.
Published: (2025)
Stopping Rules for Stochastic Gradient Descent via Anytime-Valid Confidence Sequences
by: Aolaritei, Liviu, et al.
Published: (2025)
by: Aolaritei, Liviu, et al.
Published: (2025)
Conformal Prediction Sets with Improved Conditional Coverage using Trust Scores
by: Kaur, Jivat Neet, et al.
Published: (2025)
by: Kaur, Jivat Neet, et al.
Published: (2025)
Transfer Learning for High Dimensional Robust Regression
by: Yuan, Xiaohui, et al.
Published: (2024)
by: Yuan, Xiaohui, et al.
Published: (2024)
Robustness Test for AI Forecasting of Hurricane Florence Using FourCastNetv2 and Random Perturbations of the Initial Condition
by: Lizerbram, Adam, et al.
Published: (2025)
by: Lizerbram, Adam, et al.
Published: (2025)
Phase-Type Variational Autoencoders for Heavy-Tailed Data
by: Ziani, Abdelhakim, et al.
Published: (2026)
by: Ziani, Abdelhakim, et al.
Published: (2026)
Towards Causal Market Simulators
by: Thumm, Dennis, et al.
Published: (2025)
by: Thumm, Dennis, et al.
Published: (2025)
Bayesian Estimation of Causal Effects Using Proxies of a Latent Interference Network
by: Weinstein, Bar, et al.
Published: (2025)
by: Weinstein, Bar, et al.
Published: (2025)
Random Text, Zipf's Law, Critical Length,and Implications for Large Language Models
by: Berman, Vladimir
Published: (2025)
by: Berman, Vladimir
Published: (2025)
Causal Regime Detection in Energy Markets With Augmented Time Series Structural Causal Models
by: Thumm, Dennis
Published: (2025)
by: Thumm, Dennis
Published: (2025)
Exact and Approximate Conformal Inference for Multi-Output Regression
by: Johnstone, Chancellor, et al.
Published: (2022)
by: Johnstone, Chancellor, et al.
Published: (2022)
Conformal Risk Control
by: Angelopoulos, Anastasios N., et al.
Published: (2022)
by: Angelopoulos, Anastasios N., et al.
Published: (2022)
Bayesian Multivariate Approach to Subnational mortality graduation with Age-Varying Smoothness
by: Figueiredo, Luiz F. V., et al.
Published: (2025)
by: Figueiredo, Luiz F. V., et al.
Published: (2025)
Forecasting time series with constraints
by: Doumèche, Nathan, et al.
Published: (2025)
by: Doumèche, Nathan, et al.
Published: (2025)
Label Noise Robustness of Conformal Prediction
by: Einbinder, Bat-Sheva, et al.
Published: (2022)
by: Einbinder, Bat-Sheva, et al.
Published: (2022)
Debiased Estimators in High-Dimensional Regression: A Review and Replication of Javanmard and Montanari (2014)
by: Smith, Benjamin
Published: (2026)
by: Smith, Benjamin
Published: (2026)
R2 priors for Grouped Variance Decomposition in High-dimensional Regression
by: Aguilar, Javier Enrique, et al.
Published: (2025)
by: Aguilar, Javier Enrique, et al.
Published: (2025)
Multivariate Conformal Selection
by: Bai, Tian, et al.
Published: (2025)
by: Bai, Tian, et al.
Published: (2025)
Bias-Aware Conformal Prediction for Metric-Based Imaging Pipelines
by: Cheung, Matt Y., et al.
Published: (2024)
by: Cheung, Matt Y., et al.
Published: (2024)
Finite- and Large- Sample Inference for Model and Coefficients in High-dimensional Linear Regression with Repro Samples
by: Wang, Peng, et al.
Published: (2022)
by: Wang, Peng, et al.
Published: (2022)
A Likelihood Based Approach to Distribution Regression Using Conditional Deep Generative Models
by: Kumar, Shivam, et al.
Published: (2024)
by: Kumar, Shivam, et al.
Published: (2024)
Similar Items
-
Multivariate Standardized Residuals for Conformal Prediction
by: Braun, Sacha, et al.
Published: (2025) -
Valid Selection among Conformal Sets
by: Hegazy, Mahmoud, et al.
Published: (2025) -
Super-Level-Set Regression: Conditional Quantiles via Volume Minimization
by: Braun, Sacha, et al.
Published: (2026) -
Convergence to the Truth
by: Lin, Hanti
Published: (2024) -
Conformal Prediction under Levy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations
by: Aolaritei, Liviu, et al.
Published: (2025)