On the Value of ML Models

On the Value of ML Models

13 December 2021

Pierre-Andre Noel

Jie Yang

ArXiv (abs)PDF HTML

Papers citing "On the Value of ML Models"

5 / 5 papers shown

Title
Revisiting the Calibration of Modern Neural Networks Matthias Minderer Josip Djolonga Rob Romijnders F. Hubis Xiaohua Zhai N. Houlsby Dustin Tran Mario Lucic UQCV 100 367 0 15 Jun 2021
Consistent Estimators for Learning to Defer to an Expert Hussein Mozannar David Sontag 49 204 0 02 Jun 2020
To Trust Or Not To Trust A Classifier Heinrich Jiang Been Kim Melody Y. Guan Maya R. Gupta UQCV 179 472 0 30 May 2018
Delayed Impact of Fair Machine Learning Lydia T. Liu Sarah Dean Esther Rolf Max Simchowitz Moritz Hardt FaML 85 478 0 12 Mar 2018
Selective Classification for Deep Neural Networks Yonatan Geifman Ran El-Yaniv CVBM 95 527 0 23 May 2017

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