Martin Wattenberg

schoolGooglebar_chart#5927 Global Rank

Total Papers

HCI Rank

#5927

Research Areas

Years Active

Recent Publications

Investigating How Practitioners Use Human-AI Guidelines: A Case Study on the People + AI Guidebook

Artificial intelligence (AI) presents new challenges for the user experience (UX) of products and services. Recently, practitioner-facing resources and design guidelines have become available to ease some of these challenges. However, little research has investigated if and how these guidelines are used, and how they…

CHI '195th+ AuthorHonorable MentionGenerative AI (Text, Image, Music, Video) +2

Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making

Machine learning (ML) is increasingly being used in image retrieval systems for medical decision making. One application of ML is to retrieve visually similar medical images from past patients (e.g. tissue from biopsies) to reference when making a medical decision with a new patient. However, no algorithm can perfectl…

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