Predictive Churn with the Set of Good Models

12 February 2024

Papers citing "Predictive Churn with the Set of Good Models"

10 / 10 papers shown

Title
Regretful Decisions under Label Noise Sujay Nagaraj Yang Liu Flavio du Pin Calmon Berk Ustun NoLa 40 1 0 12 Apr 2025
The Curious Case of Arbitrariness in Machine Learning Prakhar Ganesh Afaf Taik G. Farnadi 39 0 0 28 Jan 2025
datadriftR: An R Package for Concept Drift Detection in Predictive Models Ugur Dar Mustafa Cavus 74 0 0 15 Dec 2024
Towards More Realistic Extraction Attacks: An Adversarial Perspective Yash More Prakhar Ganesh G. Farnadi AAML 46 4 0 02 Jul 2024
The Cost of Arbitrariness for Individuals: Examining the Legal and Technical Challenges of Model Multiplicity Prakhar Ganesh Ihsan Ibrahim Daldaban Ignacio Cofone G. Farnadi 28 0 0 28 May 2024
Measuring and Reducing Model Update Regression in Structured Prediction for NLP Deng Cai Elman Mansimov Yi-An Lai Yixuan Su Lei Shu Yi Zhang KELM 31 7 0 07 Feb 2022
Knowledge Distillation by On-the-Fly Native Ensemble Xu Lan Xiatian Zhu S. Gong 181 436 0 12 Jun 2018
Large scale distributed neural network training through online distillation Rohan Anil Gabriel Pereyra Alexandre Passos Róbert Ormándi George E. Dahl Geoffrey E. Hinton FedML 260 381 0 09 Apr 2018
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 4,940 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 240 8,157 0 06 Jun 2015