Soliciting Human-in-the-Loop User Feedback for Interactive Machine
Learning Reduces User Trust and Impressions of Model Accuracy

Soliciting Human-in-the-Loop User Feedback for Interactive Machine Learning Reduces User Trust and Impressions of Model Accuracy

28 August 2020

Donald R. Honeycutt

Papers citing "Soliciting Human-in-the-Loop User Feedback for Interactive Machine Learning Reduces User Trust and Impressions of Model Accuracy"

11 / 11 papers shown

Title
Towards User-Centred Design of AI-Assisted Decision-Making in Law Enforcement Vesna Nowack Dalal Alrajeh Carolina Gutierrez Muñoz Katie Thomas William Hobson Catherine Hamilton-Giachritsis Patrick Benjamin Tim Grant Juliane A. Kloess Jessica Woodhams 49 0 0 24 Apr 2025
Representation Debiasing of Generated Data Involving Domain Experts Aditya Bhattacharya Simone Stumpf K. Verbert 39 2 0 17 May 2024
Trust, distrust, and appropriate reliance in (X)AI: a survey of empirical evaluation of user trust Roel W. Visser Tobias M. Peters Ingrid Scharlau Barbara Hammer 23 5 0 04 Dec 2023
Improving the Accuracy of Beauty Product Recommendations by Assessing Face Illumination Quality Parnian Afshar Jenny Yeon Andriy Levitskyy Rahul Suresh Amin Banitalebi-Dehkordi CVBM 19 1 0 07 Sep 2023
Leveraging Explanations in Interactive Machine Learning: An Overview Stefano Teso Öznur Alkan Wolfgang Stammer Elizabeth M. Daly XAI FAtt LRM 26 62 0 29 Jul 2022
Perspectives on Incorporating Expert Feedback into Model Updates Valerie Chen Umang Bhatt Hoda Heidari Adrian Weller Ameet Talwalkar 30 11 0 13 May 2022
Enriching Artificial Intelligence Explanations with Knowledge Fragments Jože M. Rožanec Elena Trajkova I. Novalija Patrik Zajec K. Kenda B. Fortuna Dunja Mladenić 26 9 0 12 Apr 2022
Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection Li Yang Abdallah Moubayed Abdallah Shami P. Heidari Amine Boukhtouta Adel Larabi Richard Brunner Stere Preda D. Migault 21 29 0 24 Jul 2021
Explanation-Based Human Debugging of NLP Models: A Survey Piyawat Lertvittayakumjorn Francesca Toni LRM 42 79 0 30 Apr 2021
The Role of Domain Expertise in User Trust and the Impact of First Impressions with Intelligent Systems Mahsan Nourani J. King Eric D. Ragan 22 98 0 20 Aug 2020
Online Structured Prediction via Coactive Learning Pannagadatta K. Shivaswamy Thorsten Joachims HAI 66 66 0 18 May 2012