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Where Does My Model Underperform? A Human Evaluation of Slice Discovery
  Algorithms

Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms

13 June 2023
Nari Johnson
Ángel Alexander Cabrera
Gregory Plumb
Ameet Talwalkar
ArXivPDFHTML

Papers citing "Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms"

3 / 3 papers shown
Title
Multicalibration for Confidence Scoring in LLMs
Multicalibration for Confidence Scoring in LLMs
Gianluca Detommaso
Martín Bertrán
Riccardo Fogliato
Aaron Roth
24
12
0
06 Apr 2024
Discovering and Validating AI Errors With Crowdsourced Failure Reports
Discovering and Validating AI Errors With Crowdsourced Failure Reports
Ángel Alexander Cabrera
Abraham J. Druck
Jason I. Hong
Adam Perer
HAI
40
54
0
23 Sep 2021
Improving fairness in machine learning systems: What do industry
  practitioners need?
Improving fairness in machine learning systems: What do industry practitioners need?
Kenneth Holstein
Jennifer Wortman Vaughan
Hal Daumé
Miroslav Dudík
Hanna M. Wallach
FaML
HAI
192
739
0
13 Dec 2018
1