conftrace_

confidence region

15 papers

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Co-occurring keywords

uncertainty quantification (1393) statistical inference (146) inverse problem (240) conditional distribution (64) high-dimensional regression (142) empirical risk minimization (352) probabilistic modeling (852) conformal prediction (215) label-specific feature (9) debiased lasso (5)

Papers

Deterministic Object Pose Confidence Region Estimation ICCV 2025
Equivariant bootstrapping for uncertainty quantification in imaging inverse problems AISTATS 2024
Neural Conditional Probability for Uncertainty Quantification NIPS 2024
Stochastic Concept Bottleneck Models NIPS 2024
Dual Likelihood for Causal Inference under Structure Uncertainty CLEAR 2024
Confidence and Uncertainty Assessment for Distributional Random Forests JMLR 2023
Instance-Dependent Confidence and Early Stopping for Reinforcement Learning JMLR 2023
Simulator-Based Inference with WALDO: Confidence Regions by Leveraging Prediction Algorithms and Posterior Estimators for Inverse Problems AISTATS 2023
Can Label-Specific Features Help Partial-Label Learning? AAAI 2023
Distributed Bootstrap for Simultaneous Inference Under High Dimensionality JMLR 2022
Uncertainty Quantification for Bayesian Optimization AISTATS 2022
Method of Contraction-Expansion (MOCE) for Simultaneous Inference in Linear Models JMLR 2021
Statistical Inference with M-Estimators on Adaptively Collected Data NIPS 2021
Computing Full Conformal Prediction Set with Approximate Homotopy NIPS 2019
Learning Minimum Volume Sets JMLR 2006