Preferential Mixture-of-Experts: Interpretable Models that Rely on Human
Expertise as much as Possible

Preferential Mixture-of-Experts: Interpretable Models that Rely on Human Expertise as much as Possible

13 January 2021

Melanie F. Pradier

Finale Doshi-Velez

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Papers citing "Preferential Mixture-of-Experts: Interpretable Models that Rely on Human Expertise as much as Possible"

12 / 12 papers shown

Title
MoRE-LLM: Mixture of Rule Experts Guided by a Large Language Model Alexander Koebler Ingo Thon Florian Buettner 55 0 0 26 Mar 2025
Consistent Estimators for Learning to Defer to an Expert Hussein Mozannar David Sontag 58 204 0 02 Jun 2020
Learning to Complement Humans Bryan Wilder Eric Horvitz Ece Kamar 165 168 0 01 May 2020
The Algorithmic Automation Problem: Prediction, Triage, and Human Effort M. Raghu Katy Blumer G. Corrado Jon M. Kleinberg Ziad Obermeyer S. Mullainathan 156 140 0 28 Mar 2019
Expert-Augmented Machine Learning Efstathios D. Gennatas J. Friedman L. Ungar R. Pirracchio Eric Eaton ... A. Auerbach E. Delgado Mark van der Laan T. Solberg Gilmer Valdes 42 85 0 22 Mar 2019
KINN: Incorporating Expert Knowledge in Neural Networks M. A. Chattha Shoaib Ahmed Siddiqui M. I. Malik L. V. Elst Andreas Dengel Sheraz Ahmed 69 6 0 15 Feb 2019
Machine Learning with Abstention for Automated Liver Disease Diagnosis Kanza Hamid Amina Asif Wajid Arshad Abbasi D. Sabih F. Minhas 33 27 0 11 Nov 2018
Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer David Madras T. Pitassi R. Zemel FaML 163 221 0 17 Nov 2017
Learning Credible Models Jiaxuan Wang Jeeheh Oh Haozhu Wang Jenna Wiens FaML 64 30 0 08 Nov 2017
Knowledge Enhanced Hybrid Neural Network for Text Matching Yu-Huan Wu Wei Wu Zhoujun Li Ming Zhou 66 41 0 15 Nov 2016
Harnessing Deep Neural Networks with Logic Rules Zhiting Hu Xuezhe Ma Zhengzhong Liu Eduard H. Hovy Eric Xing AI4CE NAI 56 614 0 21 Mar 2016
Parallel and Distributed Methods for Nonconvex Optimization--Part II: Applications G. Scutari F. Facchinei Lorenzo Lampariello Peiran Song Stefania Sardellitti 50 258 0 15 Jan 2016