A Hierarchy of Limitations in Machine Learning

12 February 2020

Papers citing "A Hierarchy of Limitations in Machine Learning"

8 / 8 papers shown

Title
Specification Overfitting in Artificial Intelligence Benjamin Roth Pedro Henrique Luz de Araujo Yuxi Xia Saskia Kaltenbrunner Christoph Korab 144 1 0 13 Mar 2024
Measurement and Fairness Abigail Z. Jacobs Hanna M. Wallach 63 383 0 11 Dec 2019
What do you learn from context? Probing for sentence structure in contextualized word representations Ian Tenney Patrick Xia Berlin Chen Alex Jinpeng Wang Adam Poliak ... Najoung Kim Benjamin Van Durme Samuel R. Bowman Dipanjan Das Ellie Pavlick 161 853 0 15 May 2019
Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning S. Raschka 105 773 0 13 Nov 2018
Breaking NLI Systems with Sentences that Require Simple Lexical Inferences Max Glockner Vered Shwartz Yoav Goldberg NAI 72 365 0 06 May 2018
Explanation in Artificial Intelligence: Insights from the Social Sciences Tim Miller XAI 227 4,229 0 22 Jun 2017
The Mythos of Model Interpretability Zachary Chase Lipton FaML 136 3,672 0 10 Jun 2016
A survey of cross-validation procedures for model selection Sylvain Arlot Alain Celisse 158 3,583 0 27 Jul 2009