User profiles for Amy Winecoff
Amy WinecoffCenter for Democracy & Technology Verified email at cdt.org Cited by 814 |
Users in the loop: a psychologically-informed approach to similar item retrieval
AA Winecoff, F Brasoveanu, B Casavant… - Proceedings of the 13th …, 2019 - dl.acm.org
Recommender systems (RS) often leverage information about the similarity between items'
features to make recommendations. Yet, many commonly used similarity functions make …
features to make recommendations. Yet, many commonly used similarity functions make …
Artificial concepts of artificial intelligence: institutional compliance and resistance in AI startups
AA Winecoff, EA Watkins - Proceedings of the 2022 AAAI/ACM …, 2022 - dl.acm.org
Scholars and industry practitioners have debated how to best develop interventions for
ethical artificial intelligence (AI). Such interventions recommend that companies building and …
ethical artificial intelligence (AI). Such interventions recommend that companies building and …
Cognitive and neural contributors to emotion regulation in aging
Older adults, compared to younger adults, focus on emotional well-being. While the lifespan
trajectory of emotional processing and its regulation has been characterized behaviorally, …
trajectory of emotional processing and its regulation has been characterized behaviorally, …
Ventromedial prefrontal cortex encodes emotional value
The ventromedial prefrontal cortex (vmPFC) plays a critical role in processing appetitive
stimuli. Recent investigations have shown that reward value signals in the vmPFC can be …
stimuli. Recent investigations have shown that reward value signals in the vmPFC can be …
[HTML][HTML] Vicarious Reinforcement in Rhesus Macaques (Macaca Mulatta)
What happens to others profoundly influences our own behavior. Such other-regarding
outcomes can drive observational learning, as well as motivate cooperation, charity, empathy, …
outcomes can drive observational learning, as well as motivate cooperation, charity, empathy, …
T-RECS: A simulation tool to study the societal impact of recommender systems
E Lucherini, M Sun, A Winecoff… - arXiv preprint arXiv …, 2021 - arxiv.org
Simulation has emerged as a popular method to study the long-term societal consequences
of recommender systems. This approach allows researchers to specify their theoretical …
of recommender systems. This approach allows researchers to specify their theoretical …
Upvotes? Downvotes? No Votes? Understanding the relationship between reaction mechanisms and political discourse on Reddit
…, S Engelmann, A Winecoff - Proceedings of the 2023 …, 2023 - dl.acm.org
A significant share of political discourse occurs online on social media platforms. Policymakers
and researchers try to understand the role of social media design in shaping the quality …
and researchers try to understand the role of social media design in shaping the quality …
Assessing fashion recommendations: A multifaceted offline evaluation approach
…, C Shukla, R Textor, S Zhang, AA Winecoff - arXiv preprint arXiv …, 2019 - arxiv.org
Fashion is a unique domain for developing recommender systems (RS). Personalization is
critical to fashion users. As a result, highly accurate recommendations are not sufficient …
critical to fashion users. As a result, highly accurate recommendations are not sufficient …
Qualitative Analysis for Human Centered AI
Human-centered artificial intelligence (AI) posits that machine learning and AI should be
developed and applied in a socially aware way. In this article, we argue that qualitative analysis …
developed and applied in a socially aware way. In this article, we argue that qualitative analysis …
Field-building and the epistemic culture of AI safety
S Ahmed, K Jaźwińska, A Ahlawat, A Winecoff… - First Monday, 2024 - firstmonday.org
The emerging field of “AI safety” has attracted public attention and large infusions of capital
to support its implied promise: the ability to deploy advanced artificial intelligence (AI) while …
to support its implied promise: the ability to deploy advanced artificial intelligence (AI) while …