Sabina Tomkins

According to our database, Sabina Tomkins authored at least 23 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

What does the public want their local government to hear? A data-driven case study of public comments across the state of Michigan.

Chang Ge, Justine Zhang, Haofei Xu, Yanna Krupnikov, Jenna Bednar, Sabina Tomkins

CoRR, July, 2025

Identity isn't everything - how far do demographics take us towards self-identified party ID?

Sabina Tomkins, David Rothschild, Alex Liu, Alexander Thompson

CoRR, July, 2025

Algorithms in the Stacks: Investigating automated, for-profit diversity audits in public libraries.

Melanie Walsh, Connor Franklin Rey, Chang Ge, Tina Nowak, Sabina Tomkins

CoRR, May, 2025

PUBLICSPEAK: Hearing the Public with a Probabilistic Framework in Local Government.

Tianliang Xu, Eva Maxfield Brown, Dustin Dwyer, Sabina Tomkins

CoRR, March, 2025

What Do You Learn About Hard News from Soft News Outlets - A Case Study from People Magazine Online.

Jason Yan, Kerri Milita, Yanna Krupnikov, Sabina Tomkins

Proceedings of the Nineteenth International AAAI Conference on Web and Social Media, 2025

Algorithms in the Stacks: Investigating automated, for-profit diversity audits in public libraries.

Melanie Walsh, Connor Rey, Chang Ge, Tina Nowak, Sabina Tomkins

Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency, 2025

PUBLICSPEAK: Hearing the Public with a Probabilistic Framework.

Tianliang Xu, Eva Maxfield Brown, Dustin Dwyer, Sabina Tomkins

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Tab2Text - A framework for deep learning with tabular data.

Tong Lin, Jason Yan, David Jurgens, Sabina Tomkins

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

The Disparate Impacts of College Admissions Policies on Asian American Applicants.

Joshua Grossman, Sabina Tomkins, Lindsay Page, Sharad Goel

CoRR, 2023

SUSTAINABLESIGNALS: An AI Approach for Inferring Consumer Product Sustainability.

Tong Lin, Tianliang Xu, Amit Zac, Sabina Tomkins

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Doubly robust nearest neighbors in factor models.

Raaz Dwivedi, Katherine Tian, Sabina Tomkins, Predrag V. Klasnja, Susan A. Murphy, Devavrat Shah

CoRR, 2022

2021

IntelligentPooling: practical Thompson sampling for mHealth.

Sabina Tomkins, Peng Liao, Predrag V. Klasnja, Susan A. Murphy

Mach. Learn., 2021

2020

Fast Physical Activity Suggestions: Efficient Hyperparameter Learning in Mobile Health.

Marianne Menictas, Sabina Tomkins, Susan A. Murphy

CoRR, 2020

Streamlined Empirical Bayes Fitting of Linear Mixed Models in Mobile Health.

Marianne Menictas, Sabina Tomkins, Susan A. Murphy

CoRR, 2020

Rapidly Personalizing Mobile Health Treatment Policies with Limited Data.

Sabina Tomkins, Peng Liao, Predrag V. Klasnja, Serena Yeung, Susan A. Murphy

CoRR, 2020

2018

Probabilistic Methods for Data-Driven Social Good.

Sabina Tomkins

PhD thesis, 2018

Personalizing Intervention Probabilities By Pooling.

Sabina Tomkins, Predrag V. Klasnja, Susan A. Murphy

CoRR, 2018

Sustainability at scale: towards bridging the intention-behavior gap with sustainable recommendations.

Sabina Tomkins, Steven Isley, Ben London, Lise Getoor

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

The Impact of Environmental Stressors on Human Trafficking.

Sabina Tomkins, Golnoosh Farnadi, Brian Amanatullah, Lise Getoor, Steven Minton

Proceedings of the IEEE International Conference on Data Mining, 2018

A Socio-linguistic Model for Cyberbullying Detection.

Sabina Tomkins, Lise Getoor, Yunfei Chen, Yi Zhang

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017

Disambiguating Energy Disaggregation: A Collective Probabilistic Approach.

Sabina Tomkins, Jay Pujara, Lise Getoor

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

Predicting Post-Test Performance from Student Behavior: A High School MOOC Case Study.

Sabina Tomkins, Arti Ramesh, Lise Getoor

Proceedings of the 9th International Conference on Educational Data Mining, 2016

2015

Poster Abstract: Contextual Air Conditioning Disaggregation with Probabilistic Soft Logic.

Sabina Tomkins, Lise Getoor

Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015