Risk-Controlling Model Selection via Guided Bayesian Optimization

4 December 2023

Papers citing "Risk-Controlling Model Selection via Guided Bayesian Optimization"

5 / 5 papers shown

Title
Semi-Supervised Risk Control via Prediction-Powered InferenceIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Bat-Sheva Einbinder Liran Ringel Yaniv Romano 327 8 0 15 Dec 2024
Confident magnitude-based neural network pruning Joaquin Alvarez 124 1 0 08 Aug 2024
Fast yet Safe: Early-Exiting with Risk Control Metod Jazbec Alexander Timans Tin Hadvzi Veljković K. Sakmann Dan Zhang C. A. Naesseth Eric T. Nalisnick 213 12 0 31 May 2024
Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them) Drew Prinster Samuel Stanton Anqi Liu Suchi Saria 323 18 0 10 May 2024
Early Time Classification with Accumulated Accuracy Gap Control Liran Ringel Regev Cohen Daniel Freedman Michael Elad Yaniv Romano 147 8 0 01 Feb 2024