Consistent Explanations in the Face of Model Indeterminacy via
Ensembling

Consistent Explanations in the Face of Model Indeterminacy via Ensembling

9 June 2023

Himabindu Lakkaraju

Papers citing "Consistent Explanations in the Face of Model Indeterminacy via Ensembling"

6 / 6 papers shown

Title
The Curious Case of Arbitrariness in Machine Learning Prakhar Ganesh Afaf Taik G. Farnadi 59 2 0 28 Jan 2025
Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report) Junqi Jiang Antonio Rago Francesco Leofante Francesca Toni 23 7 0 22 Dec 2023
Git Re-Basin: Merging Models modulo Permutation Symmetries Samuel K. Ainsworth J. Hayase S. Srinivasa MoMe 243 313 0 11 Sep 2022
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective Satyapriya Krishna Tessa Han Alex Gu Steven Wu S. Jabbari Himabindu Lakkaraju 172 185 0 03 Feb 2022
Optimizing Mode Connectivity via Neuron Alignment N. Joseph Tatro Pin-Yu Chen Payel Das Igor Melnyk P. Sattigeri Rongjie Lai MoMe 223 80 0 05 Sep 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 270 5,660 0 05 Dec 2016