Sabina Tomkins

According to our database, Sabina Tomkins authored at least 15 papers between 2015 and 2023.

Collaborative distances:

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

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