Negar Rostamzadeh

schoolGooglebar_chart#4608 Global Rank

Total Papers

HCI Rank

#4608

Research Areas

Years Active

Recent Publications

Creative ML Assemblages: The interactive politics of people, processes, and products

Creative ML tools are collaborative systems that afford artistic creativity through their myriad interactive relationships. We propose using ``assemblage thinking" to support analyses of creative ML by approaching it as a system in which the elements of people, organizations, culture, practices, and technology constan…

CHI '24CorrespondingGenerative AI (Text, Image, Music, Video) +2

Generative AI in Creative Practice: ML-Artist Folk Theories of T2I Use, Harm, and Harm-Reduction

Understanding how communities experience algorithms is necessary to mitigate potential harmful impacts. This paper presents folk theories of text-to-image (T2I) models to enrich understanding of how artist communities experience creative machine learning systems. This research draws on data collected from a workshop w…

CHI '23CorrespondingAI-Assisted Decision-Making & Automation +2

From plane crashes to algorithmic harm: applicability of safety engineering frameworks for responsible ML

Inappropriate design and deployment of machine learning (ML) systems lead to negative downstream social and ethical impacts -- described here as social and ethical risks -- for users, society, and the environment. Despite the growing need to regulate ML systems, current processes for assessing and mitigating risks are…

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