Tong Wang

Orcid: 0000-0001-8687-4208

Affiliations:

University of Iowa, IA, USA
Massachusetts Institute of Technology, Cambridge, USA (PhD 2016)

According to our database¹, Tong Wang authored at least 15 papers between 2013 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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PhD thesis

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Bibliography

2024

Sparse and Faithful Explanations Without Sparse Models.

[BibT_eX]

[DOI]

CoRR, 2024

2022

Evaluating the Effectiveness of Marketing Campaigns for Malls Using a Novel Interpretable Machine Learning Model.

[BibT_eX]

[DOI]

Inf. Syst. Res., 2022

Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effects.

[BibT_eX]

[DOI]

Tong Wang

Cynthia Rudin

INFORMS J. Comput., 2022

A holistic approach to interpretability in financial lending: Models, visualizations, and summary-explanations.

[BibT_eX]

[DOI]

Decis. Support Syst., 2022

2019

Early Predictions for Medical Crowdfunding: A Deep Learning Approach Using Diverse Inputs.

[BibT_eX]

[DOI]

CoRR, 2019

2018

An Interpretable Model with Globally Consistent Explanations for Credit Risk.

[BibT_eX]

[DOI]

CoRR, 2018

2017

A Bayesian Framework for Learning Rule Sets for Interpretable Classification.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2017

Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effect.

[BibT_eX]

[DOI]

Tong Wang

Cynthia Rudin

CoRR, 2017

2016

Finding patterns in features and observations: new machine learning models with applications in computational criminology, marketing, and medicine.

[BibT_eX]

[DOI]

Tong Wang

PhD thesis, 2016

Bayesian Rule Sets for Interpretable Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

Or's of And's for Interpretable Classification, with Application to Context-Aware Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2015

Learning Optimized Or's of And's.

[BibT_eX]

[DOI]

Tong Wang

Cynthia Rudin

CoRR, 2015

Finding Patterns with a Rotten Core: Data Mining for Crime Series with Cores.

[BibT_eX]

[DOI]

Big Data, 2015

2013

Learning to Detect Patterns of Crime.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Detecting Patterns of Crime with Series Finder.

[BibT_eX]

[DOI]

Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

Tong Wang

Timeline

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