• 2026
  • Estimating Consensus Ideal Points Using Multi-Source Data
    Mellissa Meisels, Melody Huang, Tiffany M. Tang
    arXiv preprint arXiv:2601.05213 (2026)
    pdf cite doi
  • 2025
  • Top-k Feature Importance Ranking
    Eric Chen, Tiffany M. Tang, Genevera I. Allen
    Transactions on Machine Learning Research (2025)
    pdf cite code
  • Consensus dimension reduction via multi-view learning
    Bingxue An, Tiffany M. Tang
    arXiv preprint arXiv:2512.15802 (2025)
    pdf cite code data
  • Using machine learning algorithms to optimize treatment with high-cost biologics in a national cohort of patients with inflammatory bowel disease
    Jason K Hou, Tiffany M Tang, Shubhada Sansgiry, Tony Van, Peter A Richardson, Codey Pham + 4 more authors
    JAMIA Open (2025)
    pdf cite doi code
  • Designing a Data Science simulation with MERITS: A Primer
    Corrine F. Elliott, James Duncan, Tiffany M. Tang, Merle Behr, Karl Kumbier, Bin Yu
    Journal of Computational and Graphical Statistics (2025)
    pdf cite doi
  • A comparative transcriptomics analysis of mammalian and non-mammalian acute kidney injury (AKI) models
    Matthew R. Hawkins, Diana Cervera, Tiffany M. Tang, Rebecca A. Wingert
    Frontiers in Cell and Developmental Biology (2025)
    pdf cite doi
  • Interpretable Network-assisted Random Forest+
    Tiffany M. Tang, Elizaveta Levina, Ji Zhu
    arXiv preprint arXiv:2509.15611 (2025)
    pdf cite code
  • Estimating Fe and Mg Abundances in the Milky Way Dwarf Galaxies Using Subaru/HSC and DEIMOS
    Jihye Hong, Evan N. Kirby, Tiffany M. Tang, Masashi Chiba, Yutaka Komiyama, Lauren E. Henderson + 2 more authors
    The Astrophysical Journal (2025)
    pdf cite doi
  • Local MDI+: Local Feature Importances for Tree-Based Models
    Zhongyuan Liang, Zachary T. Rewolinski, Abhineet Agarwal, Tiffany M. Tang, Bin Yu
    arXiv preprint arXiv:2506.08928 (2025)
    pdf cite code
  • Epistasis regulates genetic control of cardiac hypertrophy
    Qianru Wang, Tiffany M. Tang, Michelle Youlton, Chad S. Weldy, Ana M. Kenney, Omer Ronen + 18 more authors
    Nature Cardiovascular Research (2025)
    pdf cite doi code slides
  • Unsupervised Machine Learning for Scientific Discovery: Workflow and Best Practices
    Andersen Chang, Tiffany M. Tang, Tarek M. Zikry, Genevera I. Allen
    arXiv preprint arXiv:2506.04553 (2025)
    pdf cite code data
  • Integrating Random Forests and Generalized Linear Models for Improved Accuracy and Interpretability
    Abhineet Agarwal, Ana M. Kenney, Yan Shuo Tan, Tiffany M. Tang, Bin Yu
    arXiv preprint arXiv:2307.01932 (2025)
    pdf cite code data slides
  • A simplified MyProstateScore2.0 for high-grade prostate cancer
    Tiffany M. Tang, Yuping Zhang, Ana M. Kenney, Cassie Xie, Lanbo Xiao, Javed Siddiqui + 8 more authors
    Cancer Biomarkers (2025)
    pdf cite doi code slides
  • Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference
    Melody Huang, Tiffany M. Tang, Ana M. Kenney
    arXiv preprint arXiv:2502.07275 (2025)
    pdf cite doi code
  • 2024
  • simChef: High-quality data science simulations in R
    James Duncan, Tiffany M. Tang, Corrine F. Elliott, Philippe Boileau, Bin Yu
    Journal of Open Source Software (2024)
    pdf cite doi code slides
  • Model Generalizability Considerations in Development and Evaluation of SaMD
    Ning Leng, Yichen Lu, Jane Fridlyand, Tiffany Tang, Nina Ting Qi, Yingying Wei + 3 more authors
    doi:10.21203/rs.3.rs-3915862/v1 (2024)
    pdf cite doi
  • 2023
  • A blood-based metabolomic signature predictive of risk for pancreatic cancer
    Ehsan Irajizad, Ana M. Kenney, Tiffany M. Tang, Jody Vykoukal, Ranran Wu, Eunice Murage + 21 more authors
    Cell Reports Medicine (2023)
    pdf cite
  • 2021
  • The Future will be Different than Today: Model Evaluation Considerations when Developing Translational Clinical Biomarker
    Yichen Lu, Jane Fridlyand, Tiffany Tang, Ting Qi, Noah Simon, Ning Leng
    KDD Health Day - DSHealth Workshop (2021)
    pdf cite
  • Integrated Principal Components Analysis
    Tiffany M. Tang, Genevera I. Allen
    Journal of Machine Learning Research (2021)
    pdf cite code slides
  • imodels: a python package for fitting interpretable models
    Chandan Singh, Keyan Nasseri, Yan Shuo Tan, Tiffany Tang, Bin Yu
    Journal of Open Source Software (2021)
    pdf cite code
  • 2020
  • Feature selection for data integration with mixed multiview data
    Yulia Baker, Tiffany M. Tang, Genevera I. Allen
    Annals of Applied Statistics (2020)
    pdf cite doi
  • A stability-driven protocol for drug response interpretable prediction (staDRIP)
    Xiao Li, Tiffany Tang, Xuewei Wang, Jean-Pierre Kocher, Bin Yu
    ML4H: Machine Learning for Health - Extended Abstract (NeurIPS Workshop) (2020)
    pdf cite code poster
  • Curating a COVID-19 data repository and forecasting county-level death counts in the United States
    Nick Altieri, Rebecca L. Barter, James Duncan, Raaz Dwivedi, Karl Kumbier, Xiao Li + 8 more authors
    Harvard Data Science Review (2020)
    pdf cite doi code
No matching items