conftrace_

distribution-free inference

3 papers

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confidence interval (2) conformal prediction (2) conditional mean (1) distribution-free method (1) exchangeable random query (1) regression function (1) count-min sketch (1) conformal inference (1) prediction interval (1) frequency estimation (1)

Papers

Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries JMLR 2023 Sequential Predictive Conformal Inference for Time Series ICML 2023 Distribution-free inference for regression: discrete, continuous, and in between NeurIPS 2021