Image de couverture de livre

Everywhere Valid Bounds on False Discovery Proportions in Conformal Inference

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Song, Ziang, Jin, Ying, Candès, Emmanuel J.
Format:	Preprint
Publié:	2026
Sujets:	Methodology Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Active Statistical Inference
par: Zrnic, Tijana, et autres
Publié: (2024)

Imputation-Powered Inference
par: Zhao, Sarah, et autres
Publié: (2025)

Cross-Prediction-Powered Inference
par: Zrnic, Tijana, et autres
Publié: (2023)

Boosted Conformal Prediction Intervals
par: Xie, Ran, et autres
Publié: (2024)

Testing for Outliers with Conformal p-values
par: Bates, Stephen, et autres
Publié: (2021)

False Discovery Rate Control via Frequentist-assisted Horseshoe
par: Liang, Qiaoyu, et autres
Publié: (2025)

Large language model validity via enhanced conformal prediction methods
par: Cherian, John J., et autres
Publié: (2024)

Valid Inference After Causal Discovery
par: Gradu, Paula, et autres
Publié: (2022)

Optimized Conformal Selection: Powerful Selective Inference After Conformity Score Optimization
par: Bai, Tian, et autres
Publié: (2024)

Diversifying Conformal Selections
par: Nair, Yash, et autres
Publié: (2025)

Multi-Distribution Robust Conformal Prediction
par: Yang, Yuqi, et autres
Publié: (2026)

False Discovery Rate Control via Bayesian Mirror Statistic
par: Molinari, Marco, et autres
Publié: (2025)

High-Dimensional False Discovery Rate Control for Dependent Variables
par: Machkour, Jasin, et autres
Publié: (2024)

Conformalized Regression for Continuous Bounded Outcomes
par: Wu, Zhanli, et autres
Publié: (2025)

Conformal Selective Prediction with General Risk Control
par: Bai, Tian, et autres
Publié: (2026)

STACI: Spatio-Temporal Aleatoric Conformal Inference
par: Feng, Brandon R., et autres
Publié: (2025)

COKE: Causal Discovery with Chronological Order and Expert Knowledge in High Proportion of Missing Manufacturing Data
par: Ou, Ting-Yun, et autres
Publié: (2024)

Transductive Conformal Inference for Full Ranking
par: Fermanian, Jean-Baptiste, et autres
Publié: (2025)

Conformal Prediction With Conditional Guarantees
par: Gibbs, Isaac, et autres
Publié: (2023)

Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage
par: Jin, Ying, et autres
Publié: (2024)

Conformal Diffusion Models for Individual Treatment Effect Estimation and Inference
par: Cai, Hengrui, et autres
Publié: (2024)

Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series
par: Yang, Zitong, et autres
Publié: (2024)

Extending Prediction-Powered Inference through Conformal Prediction
par: Csillag, Daniel, et autres
Publié: (2025)

Multi-Source Conformal Inference Under Distribution Shift
par: Liu, Yi, et autres
Publié: (2024)

Learning False Discovery Rate Control via Model-Based Neural Networks
par: Vilella, Arnau, et autres
Publié: (2026)

Controlling the False Discovery Proportion in Matched Observational Studies
par: Lin, Mengqi, et autres
Publié: (2025)

Online Selective Conformal Prediction with Asymmetric Rules: A Permutation Test Approach
par: Zheng, Mingyi, et autres
Publié: (2026)

Causal Rule Ensemble: Interpretable Discovery and Inference of Heterogeneous Treatment Effects
par: Bargagli-Stoffi, Falco J., et autres
Publié: (2020)

ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference
par: Kacprzyk, Krzysztof, et autres
Publié: (2024)

Structured Conformal Inference for Matrix Completion with Applications to Group Recommender Systems
par: Liang, Ziyi, et autres
Publié: (2024)

CausalGuard: Conformal Inference under Graph Uncertainty
par: Singh, Vikash, et autres
Publié: (2026)

Semiparametric KSD test: unifying score and distance-based approaches for goodness-of-fit testing
par: Huang, Zhihan, et autres
Publié: (2025)

Marginal Causal Flows for Validation and Inference
par: Manela, Daniel de Vassimon, et autres
Publié: (2024)

Method-of-Moments Inference for GLMs and Doubly Robust Functionals under Proportional Asymptotics
par: Chen, Xingyu, et autres
Publié: (2024)

GAAVI: Global Asymptotic Anytime Valid Inference for the Conditional Mean Function
par: Cho, Brian M, et autres
Publié: (2026)

An Experimental Design for Anytime-Valid Causal Inference on Multi-Armed Bandits
par: Liang, Biyonka, et autres
Publié: (2023)

A Kernel-Based Conditional Two-Sample Test Using Nearest Neighbors (with Applications to Calibration, Regression Curves, and Simulation-Based Inference)
par: Chatterjee, Anirban, et autres
Publié: (2024)

ConfHit: Conformal Generative Design with Oracle Free Guarantees
par: Laghuvarapu, Siddhartha, et autres
Publié: (2026)

Prediction Intervals for Individual Treatment Effects in a Multiple Decision Point Framework using Conformal Inference
par: Bose, Swaraj, et autres
Publié: (2025)

Probabilistic Conformal Prediction with Approximate Conditional Validity
par: Plassier, Vincent, et autres
Publié: (2024)