Proper losses regret at least 1/2-order

15 July 2024

Papers citing "Proper losses regret at least 1/2-order"

7 / 7 papers shown

Title
When Does Optimizing a Proper Loss Yield Calibration? Jarosław Błasiok Parikshit Gopalan Lunjia Hu Preetum Nakkiran 75 28 0 30 May 2023
Surrogate Regret Bounds for Polyhedral Losses Rafael Frongillo Bo Waggoner 42 14 0 26 Oct 2021
Calibrated Surrogate Losses for Adversarially Robust Classification Han Bao Clayton Scott Masashi Sugiyama 78 46 0 28 May 2020
A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings C. Ciliberto Lorenzo Rosasco Alessandro Rudi 161 51 0 13 Feb 2020
Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift Yaniv Ovadia Emily Fertig Jie Jessie Ren Zachary Nado D. Sculley Sebastian Nowozin Joshua V. Dillon Balaji Lakshminarayanan Jasper Snoek UQCV 187 1,706 0 06 Jun 2019
On Structured Prediction Theory with Calibrated Convex Surrogate Losses A. Osokin Francis R. Bach Simon Lacoste-Julien 84 61 0 07 Mar 2017
Information, Divergence and Risk for Binary Experiments Mark D. Reid Robert C. Williamson 130 231 0 05 Jan 2009