Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation

1 February 2024

Papers citing "Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation"

5 / 5 papers shown

Title
The Curious Case of Arbitrariness in Machine Learning Prakhar Ganesh Afaf Taik G. Farnadi 59 2 0 28 Jan 2025
An Experimental Study on the Rashomon Effect of Balancing Methods in Imbalanced Classification Mustafa Cavus Przemysław Biecek 23 7 0 22 Mar 2024
Exploring the Whole Rashomon Set of Sparse Decision Trees Rui Xin Chudi Zhong Zhi Chen Takuya Takagi Margo Seltzer Cynthia Rudin 33 54 0 16 Sep 2022
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 282 9,136 0 06 Jun 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,634 0 03 Jul 2012