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Sabina Tomkins
Sabina Tomkins
Assistant Professor of Information, University of Michigan
Verified email at umich.edu - Homepage
Title
Cited by
Cited by
Year
Same data, different conclusions: Radical dispersion in empirical results when independent analysts operationalize and test the same hypothesis
M Schweinsberg, M Feldman, N Staub, OR van den Akker, RCM van Aert, ...
Organizational Behavior and Human Decision Processes 165, 228-249, 2021
372021
Predicting Post-Test Performance from Online Student Behavior: A High School MOOC Case Study.
S Tomkins, A Ramesh, L Getoor
International Educational Data Mining Society, 2016
352016
Recommending a dialog act using model-based textual analysis
RKT Akkiraju, M Bhuiyan, PS Gundecha, JU Mahmud, S Oraby, VS Sinha, ...
US Patent 10,360,908, 2019
31*2019
Sustainability at scale: towards bridging the intention-behavior gap with sustainable recommendations
S Tomkins, S Isley, B London, L Getoor
Proceedings of the 12th ACM conference on recommender systems, 214-218, 2018
282018
A socio-linguistic model for cyberbullying detection
S Tomkins, L Getoor, Y Chen, Y Zhang
2018 IEEE/ACM International Conference on Advances in Social Networks …, 2018
272018
Intelligentpooling: Practical thompson sampling for mhealth
S Tomkins, P Liao, P Klasnja, S Murphy
Machine learning 110 (9), 2685-2727, 2021
22*2021
Disambiguating Energy Disaggregation: A Collective Probabilistic Approach.
S Tomkins, J Pujara, L Getoor
IJCAI, 2857-2863, 2017
162017
The impact of environmental stressors on human trafficking
S Tomkins, G Farnadi, B Amanatullah, L Getoor, S Minton
2018 IEEE International Conference on Data Mining (ICDM), 507-516, 2018
92018
Fast physical activity suggestions: Efficient hyperparameter learning in mobile health
M Menictas, S Tomkins, S Murphy
arXiv preprint arXiv:2012.11646, 2020
32020
Determining an impact of a proposed dialog act using model-based textual analysis
RKT Akkiraju, M Bhuiyan, PS Gundecha, JU Mahmud, S Oraby, VS Sinha, ...
US Patent 10,672,396, 2020
32020
Understanding hybrid-MOOC effectiveness with a collective socio-behavioral model
S Tomkins, L Getoor
Journal of Educational Data Mining 11 (3), 42-77, 2019
32019
Detecting cyber-bullying from sparse data and inconsistent labels
S Tomkins, L Getoor, Y Chen, Y Zhang
NIPS Workshop on Learning with Limited Labeled Data, 2017
32017
Blocks as geographic discontinuities: The effect of polling place assignment on voting
S Tomkins, K Yao, J Gaebler, T Konitzer, D Rothschild, M Meredith, ...
arXiv preprint arXiv:2105.01728, 2021
12021
Doubly robust nearest neighbors in factor models
R Dwivedi, K Tian, S Tomkins, P Klasnja, S Murphy, D Shah
arXiv preprint arXiv:2211.14297, 2022
2022
Recommending a dialog act using model-based textual analysis
RKT Akkiraju, M Bhuiyan, PS Gundecha, JU Mahmud, S Oraby, VS Sinha, ...
US Patent App. 17/322,578, 2021
2021
Streamlined Empirical Bayes Fitting of Linear Mixed Models in Mobile Health
M Menictas, S Tomkins, SA Murphy
arXiv preprint arXiv:2003.12881, 2020
2020
Personalizing Intervention Probabilities By Pooling
S Tomkins, P Klasnja, S Murphy
arXiv preprint arXiv:1812.00463, 2018
2018
Probabilistic Methods for Data-Driven Social Good
S Tomkins
University of California, Santa Cruz, 2018
2018
Contextual Air Conditioning Disaggregation with Probabilistic Soft Logic
S Tomkins, L Getoor
Proceedings of the 2nd ACM International Conference on Embedded Systems for …, 2015
2015
Detecting Cyber-bullying from Sparse Data and Inconsistent Labels
STLGY Chen, Y Zhang
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