paint-brush
Transductive Conformal Inference: Explicit Control of (16) for Α=0by@transduction

Transductive Conformal Inference: Explicit Control of (16) for Α=0

by Transduction University PapersFebruary 28th, 2024
Read on Terminal Reader
Read this story w/o Javascript
tldt arrow

Too Long; Didn't Read

Conformal inference is a fundamental and versatile tool that provides distribution-free guarantees for many machine learning tasks.
featured image - Transductive Conformal Inference: Explicit Control of (16) for Α=0
Transduction University Papers HackerNoon profile picture

This paper is available on arxiv under CC 4.0 license.

Authors:

(1) Ulysse Gazin, Universit´e Paris Cit´e and Sorbonne Universit´e, CNRS, Laboratoire de Probabilit´es, Statistique et Mod´elisation,

(2) Gilles Blanchard, Universit´e Paris Saclay, Institut Math´ematique d’Orsay,

(3) Etienne Roquain, Sorbonne Universit´e and Universit´e Paris Cit´e, CNRS, Laboratoire de Probabilit´es, Statistique et Mod´elisation.

D Explicit control of (16) for α = 0

By applying (31) with k = 0, the control (16) for α = 0 is satisfied by choosing