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distribution-free method

7 papers

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Co-occurring keywords · papers mentioning both

prediction interval (3) conformal inference (2) uncertainty quantification (2) conformal prediction (2) statistical learning (2) exchangeable random query (1) confidence band (1) neural network (1) tuning curve (1) symmetric calibration (1)

Papers

Conformalized Interval Arithmetic with Symmetric Calibration AAAI 2025 Show Your Work with Confidence: Confidence Bands for Tuning Curves NAACL 2024 Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries JMLR 2023 Adaptive, Distribution-Free Prediction Intervals for Deep Networks AISTATS 2020 Worst-Case Analysis for Randomly Collected Data NeurIPS 2020 High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach ICML 2018 Distribution-Free Distribution Regression AISTATS 2013