Publications

Academic Publications

2026

  1. graphical_abstract.png
    Interpretable Prediction of Product Quality Via Sparse Multi-Task Additive Models
    Nakul Upadhya, Zhijian Ling, Takuya Aoyama, and 2 more authors
    Preprint submitted to Computers in Industry, 2026

2025

  1. sgt_ex.png
    Empowering Decision Trees via Shape Function Branching
    Nakul Upadhya and Eldan Cohen
    Advances in Neural Information Processing Systems, 2025
    HTML

2024

  1. neurcam_diagram.png
    NeurCAM: Interpretable Neural Clustering via Additive Models
    Nakul Upadhya and Eldan Cohen
    In ECAI, 2024
    HTML

2023

  1. tmag_asia.png
    Technology and Measurement in Asia
    Q Chelsea Song, Hyun Joo Shin, Nakul Upadhya, and 1 more author
    2023