An open-source realtime computational platform (short WIP paper). - Pavan Mehrotra; Sabar Dasgupta; Samantha Robertson; Paul Nuyujukian (LCTES, 2018)

What If I Don't Like Any Of The Choices? The Limits of Preference Elicitation for Participatory Algorithm Design. - Samantha Robertson; Niloufar Salehi (CoRR, 2020)

Modeling Assumptions Clash with the Real World: Transparency, Equity, and Community Challenges for Student Assignment Algorithms. - Samantha Robertson; Tonya Nguyen; Niloufar Salehi (CHI, 2021)

Reliable and Safe Use of Machine Translation in Medical Settings. - Nikita Mehandru; Samantha Robertson; Niloufar Salehi (FAccT, 2022)

Understanding and Being Understood: User Strategies for Identifying and Recovering From Mistranslations in Machine Translation-Mediated Chat. - Samantha Robertson; Mark Díaz (FAccT, 2022)

Opportunities for Human-centered Evaluation of Machine Translation Systems. - Daniel Liebling; Katherine A. Heller; Samantha Robertson; Wesley Hanwen Deng (NAACL-HLT (Findings), 2022)

Opportunities and risks for engaging research participants with self-logged menstrual health data. - Samantha Robertson; Kim G. Harley; Niloufar Salehi (HILDA@SIGMOD, 2022)

Beyond General Purpose Machine Translation: The Need for Context-specific Empirical Research to Design for Appropriate User Trust. - Wesley Hanwen Deng; Nikita Mehandru; Samantha Robertson; Niloufar Salehi (CoRR, 2022)

Not Another School Resource Map: Meeting Underserved Families' Information Needs Requires Trusting Relationships and Personalized Care. - Samantha Robertson; Tonya Nguyen; Niloufar Salehi (Proc. ACM Hum. Comput. Interact., 2022)

Expressiveness, Cost, and Collectivism: How the Design of Preference Languages Shapes Participation in Algorithmic Decision-Making. - Samantha Robertson; Tonya Nguyen; Cathy Hu; Catherine Albiston; Afshin Nikzad; Niloufar Salehi (CHI, 2023)

Angler: Helping Machine Translation Practitioners Prioritize Model Improvements. - Samantha Robertson; Zijie J. Wang; Dominik Moritz; Mary Beth Kery; Fred Hohman (CHI, 2023)

Designing for Reliability in Algorithmic Systems - Samantha Robertson (2023)