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Michelle S. Lam
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 15
Top Topics
User Engagement
Early Stage
Machine Learning Models
Objective Function
Top Venues
CoRR
CHI
Proc. ACM Hum. Comput. Interact.
CSCW Companion
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Publications
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Yoonho Lee
,
Michelle S. Lam
,
Helena Vasconcelos
,
Michael S. Bernstein
,
Chelsea Finn
Clarify: Improving Model Robustness With Natural Language Corrections.
CoRR
(2024)
Madeleine Grunde-McLaughlin
,
Michelle S. Lam
,
Ranjay Krishna
,
Daniel S. Weld
,
Jeffrey Heer
Designing LLM Chains by Adapting Techniques from Crowdsourcing Workflows.
CoRR
(2023)
Wesley Hanwen Deng
,
Michelle S. Lam
,
Ángel Alexander Cabrera
,
Danaë Metaxa
,
Motahhare Eslami
,
Kenneth Holstein
Supporting User Engagement in Testing, Auditing, and Contesting AI.
CSCW Companion
(2023)
Michelle S. Lam
,
Zixian Ma
,
Anne Li
,
Izequiel Freitas
,
Dakuo Wang
,
James A. Landay
,
Michael S. Bernstein
Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design.
CoRR
(2023)
Michelle S. Lam
,
Ayush Pandit
,
Colin H. Kalicki
,
Rachit Gupta
,
Poonam Sahoo
,
Danaë Metaxa
Sociotechnical Audits: Broadening the Algorithm Auditing Lens to Investigate Targeted Advertising.
CoRR
(2023)
Chenyan Jia
,
Michelle S. Lam
,
Minh Chau Mai
,
Jeff T. Hancock
,
Michael S. Bernstein
Embedding Democratic Values into Social Media AIs via Societal Objective Functions.
CoRR
(2023)
Michelle S. Lam
,
Ayush Pandit
,
Colin H. Kalicki
,
Rachit Gupta
,
Poonam Sahoo
,
Danaë Metaxa
Sociotechnical Audits: Broadening the Algorithm Auditing Lens to Investigate Targeted Advertising.
Proc. ACM Hum. Comput. Interact.
7 (CSCW2) (2023)
Michelle S. Lam
,
Zixian Ma
,
Anne Li
,
Izequiel Freitas
,
Dakuo Wang
,
James A. Landay
,
Michael S. Bernstein
Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design.
CHI
(2023)
Michelle S. Lam
,
Mitchell L. Gordon
,
Danaë Metaxa
,
Jeffrey T. Hancock
,
James A. Landay
,
Michael S. Bernstein
End-User Audits: A System Empowering Communities to Lead Large-Scale Investigations of Harmful Algorithmic Behavior.
Proc. ACM Hum. Comput. Interact.
6 (CSCW2) (2022)
Mitchell L. Gordon
,
Michelle S. Lam
,
Joon Sung Park
,
Kayur Patel
,
Jeffrey T. Hancock
,
Tatsunori Hashimoto
,
Michael S. Bernstein
Jury Learning: Integrating Dissenting Voices into Machine Learning Models.
CoRR
(2022)
Mitchell L. Gordon
,
Michelle S. Lam
,
Joon Sung Park
,
Kayur Patel
,
Jeffrey T. Hancock
,
Tatsunori Hashimoto
,
Michael S. Bernstein
Jury Learning: Integrating Dissenting Voices into Machine Learning Models.
CHI
(2022)
Michelle S. Lam
,
Mitchell L. Gordon
,
Danaë Metaxa
,
Jeffrey T. Hancock
,
James A. Landay
,
Michael S. Bernstein
End-User Audits: A System Empowering Communities to Lead Large-Scale Investigations of Harmful Algorithmic Behavior.
Proc. ACM Hum. Comput. Interact.
6 (CSCW2) (2022)
Michelle S. Lam
,
Grace B. Young
,
Catherine Y. Xu
,
Ranjay Krishna
,
Michael S. Bernstein
Eevee: Transforming Images by Bridging High-level Goals and Low-level Edit Operations.
CHI Extended Abstracts
(2019)
Ryo Suzuki
,
Niloufar Salehi
,
Michelle S. Lam
,
Juan C. Marroquin
,
Michael S. Bernstein
Atelier: Repurposing Expert Crowdsourcing Tasks as Micro-internships.
CHI
(2016)
Ryo Suzuki
,
Niloufar Salehi
,
Michelle S. Lam
,
Juan C. Marroquin
,
Michael S. Bernstein
Atelier: Repurposing Expert Crowdsourcing Tasks as Micro-internships.
CoRR
(2016)