Tong Wang

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 11

Top Venues

Massachusetts Institute of Technology, Cambridge, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, USA

PHD

Publications

Yiyang Sun, Zhi Chen, Vittorio Orlandi, Tong Wang, Cynthia Rudin
Sparse and Faithful Explanations Without Sparse Models. AISTATS (2024)
Yiyang Sun, Zhi Chen, Vittorio Orlandi, Tong Wang, Cynthia Rudin
Sparse and Faithful Explanations Without Sparse Models. CoRR (2024)
Chaofan Chen, Kangcheng Lin, Cynthia Rudin, Yaron Shaposhnik, Sijia Wang, Tong Wang
A holistic approach to interpretability in financial lending: Models, visualizations, and summary-explanations. Decis. Support Syst. 152 (2022)
Ronilo J. Ragodos, Tong Wang
Disjunctive Rule Lists. INFORMS J. Comput. 34 (6) (2022)
Tong Wang, Cynthia Rudin
Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effects. INFORMS J. Comput. 34 (3) (2022)
Tong Wang, Cheng He, Fujie Jin, Yu (Jeffrey) Hu
Evaluating the Effectiveness of Marketing Campaigns for Malls Using a Novel Interpretable Machine Learning Model. Inf. Syst. Res. 33 (2) (2022)
Chaofan Chen, Kangcheng Lin, Cynthia Rudin, Yaron Shaposhnik, Sijia Wang, Tong Wang
A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations. CoRR (2021)
Chaofan Chen, Kangcheng Lin, Cynthia Rudin, Yaron Shaposhnik, Sijia Wang, Tong Wang
An Interpretable Model with Globally Consistent Explanations for Credit Risk. CoRR (2018)
Tong Wang, Cynthia Rudin, Finale Doshi-Velez, Yimin Liu, Erica Klampfl, Perry MacNeille
A Bayesian Framework for Learning Rule Sets for Interpretable Classification. J. Mach. Learn. Res. 18 (2017)
Tong Wang, Cynthia Rudin
Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effect. CoRR (2017)
Tong Wang, Cynthia Rudin, Finale Doshi-Velez, Yimin Liu, Erica Klampfl, Perry MacNeille
Bayesian Rule Sets for Interpretable Classification. ICDM (2016)
Tong Wang, Cynthia Rudin
Learning Optimized Or's of And's. CoRR (2015)
Tong Wang, Cynthia Rudin, Finale Doshi-Velez, Yimin Liu, Erica Klampfl, Perry MacNeille
Or's of And's for Interpretable Classification, with Application to Context-Aware Recommender Systems. CoRR (2015)
Tong Wang, Cynthia Rudin, Daniel Wagner, Rich Sevieri
Finding Patterns with a Rotten Core: Data Mining for Crime Series with Cores. Big Data 3 (1) (2015)
Tong Wang, Cynthia Rudin, Daniel Wagner, Rich Sevieri
Learning to Detect Patterns of Crime. ECML/PKDD (3) (2013)
Tong Wang, Cynthia Rudin, Daniel Wagner, Rich Sevieri
Detecting Patterns of Crime with Series Finder. AAAI (Late-Breaking Developments) (2013)

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Publication Activity (10 Years)

Top Topics

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Tong Wang