Addressing UX Practitioners' Challenges in Designing ML Applications: an Interactive Machine Learning Approach

23 February 2023

Papers citing "Addressing UX Practitioners' Challenges in Designing ML Applications: an Interactive Machine Learning Approach"

13 / 13 papers shown

Title
Interactivity x Explainability: Toward Understanding How Interactivity Can Improve Computer Vision Explanations Indu Panigrahi Sunnie S. Y. Kim Amna Liaqat Rohan Jinturkar Olga Russakovsky Ruth C. Fong Parastoo Abtahi FAtt HAI 57 0 0 14 Apr 2025
Peek into the `White-Box': A Field Study on Bystander Engagement with Urban Robot Uncertainty Xinyan Yu Marius Hoggenmueller Tram Thi Minh Tran Yiyuan Wang Qiuming Zhang M. Tomitsch 32 0 0 01 Mar 2025
Unlocking Fair Use in the Generative AI Supply Chain: A Systematized Literature Review Amruta Mahuli Asia J. Biega 28 0 0 01 Aug 2024
From Explainable to Interactive AI: A Literature Review on Current Trends in Human-AI Interaction Muhammad Raees Inge Meijerink Ioanna Lykourentzou Vassilis-Javed Khan Konstantinos Papangelis 30 24 0 23 May 2024
Establishing Heuristics for Improving the Usability of GUI Machine Learning Tools for Novice Users Asma Z. Yamani Haifa Al-Shammare Malak Baslyman 21 0 0 14 May 2024
In Situ AI Prototyping: Infusing Multimodal Prompts into Mobile Settings with MobileMaker S. Petridis Michael Xieyang Liu Alexander J. Fiannaca Vivian Tsai Michael Terry Carrie J. Cai 48 0 0 06 May 2024
Take It, Leave It, or Fix It: Measuring Productivity and Trust in Human-AI Collaboration Crystal Qian James Wexler 40 9 0 28 Feb 2024
Mapping the Design Space of Teachable Social Media Feed Experiences K. J. Kevin Feng Xander Koo Lawrence Tan Amy Bruckman David W. McDonald Amy X. Zhang 27 14 0 25 Jan 2024
Canvil: Designerly Adaptation for LLM-Powered User Experiences K. J. Kevin Feng Q. V. Liao Ziang Xiao Jennifer Wortman Vaughan Amy X. Zhang David W. McDonald 39 16 0 17 Jan 2024
How Do UX Practitioners Communicate AI as a Design Material? Artifacts, Conceptions, and Propositions K. J. Kevin Feng Maxwell James Coppock David W. McDonald 21 21 0 27 May 2023
Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows Doris Xin Eva Yiwei Wu D. Lee Niloufar Salehi Aditya G. Parameswaran 53 91 0 13 Jan 2021
Machine Learning Uncertainty as a Design Material: A Post-Phenomenological Inquiry J. Benjamin Arne Berger Nick Merrill James Pierce 36 91 0 11 Jan 2021
AutoML to Date and Beyond: Challenges and Opportunities Shubhra (Santu) Karmaker Md. Mahadi Hassan Micah J. Smith Lei Xu Chengxiang Zhai K. Veeramachaneni 73 225 0 21 Oct 2020