Publications

2024

1. Nonparametric Automatic Differentiation Variational Inference with Spline Approximation

   Yuda Shao, Shan Yu, and Tianshu Feng

   AISTATS 2024
2. Explaining adverse actions in credit decisions using shapley decomposition

   Vijayan Nair, Linwei Hu, Jie Chen, Agus Sudjianto, Tianshu Feng, and Zhanyang Zhang

   2024

2023

1. Computer Simulation to Assess Emergency Department Length of Stay in Pediatric Traumatic Brain Injury

   Tianshu Feng, Ali Ajdari, Linda Ng Boyle, Nithya Kannan, Randall Burd, Jonathan I Groner, R Austin Farneth, and Monica S Vavilala

   Pediatric Emergency Care 2023
2. A Generalized Propensity Learning Framework for Unbiased Post-Click Conversion Rate Estimation

   Yuqing Zhou, Tianshu Feng, Mingrui Liu, and Ziwei Zhu

   In Proceedings of the 32nd ACM International Conference on Information and Knowledge Management 2023

2022

1. Explaining Adverse Actions in Credit Decisions Using Shapley Decomposition

   Vijayan N Nair, Tianshu Feng, Linwei Hu, Zach Zhang, Jie Chen, and Agus Sudjianto

   arXiv preprint arXiv:2204.12365 2022
2. Comparing Baseline Shapley and Integrated Gradients for Local Explanation: Some Additional Insights

   Tianshu Feng, Zhipu Zhou, Joshi Tarun, and Vijayan N Nair

   arXiv preprint arXiv:2208.06096 2022

2021

1. Sparse group regularization for semi-continuous transportation data

   Tianshu Feng, and Linda Ng Boyle

   Statistics in Medicine 2021
2. Improving Federated Learning Face Recognition via Privacy-Agnostic Clusters

   Qiang Meng, Feng Zhou, Hainan Ren, Tianshu Feng, Guochao Liu, and Yuanqing Lin

   In International Conference on Learning Representations (Spotlight) 2021

2020

1. Zero-Inflated Models for Semi-Continuous Transportation Data

   Tianshu Feng

   2020

2019

1. Dynamic Inspection of Latent Variables in State-Space Systems

   Tianshu Feng, Xiaoning Qian, Kaibo Liu, and Shuai Huang

   IEEE Transactions on Automation Science and Engineering 2019
2. 1682-P: A Rule-Based Discovery of Gene-Environment Interactions on Risk of Islet Autoimmunity: TEDDY Study

   Kristian F Lynch, Tianshu Feng, Xiaoning Qian, William Hagopian, ÅKE LERNMARK, Anette Ziegler, Jorma Toppari, Marian Rewers, Jin-Xiong She, Desmond Schatz, and 1 more author

   Diabetes 2019
3. Semi-supervised topological analysis for elucidating hidden structures in high-dimensional Transcriptome datasets

   Tianshu Feng, Jaime I Davila, Yuanhang Liu, Sangdi Lin, Shuai Huang, and Chen Wang

   IEEE/ACM transactions on computational biology and bioinformatics 2019

2015

1. Festival, Date and Limit Line: Predicting Vehicle Accident Rate in Beijing

   Xinyu Wu, Ping Luo, Qing He, Tianshu Feng, and Fuzhen Zhuang

   In Proceedings of the 2015 SIAM International Conference on Data Mining 2015
2. Improving ESVM with Generalized Cross-Validation

   Tianshu Feng, Fuzhen Zhuang, and Qing He

   In 2015 International Joint Conference on Neural Networks (IJCNN) 2015