Publications

Academic Publications

2026

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    Literati: Towards Anytime Optimal Shape Generalized Trees via AO*
    Nakul Upadhya and Eldan Cohen
    Advances in Neural Information Processing Systems, 2026
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    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

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    Empowering Decision Trees via Shape Function Branching
    Nakul Upadhya and Eldan Cohen
    Advances in Neural Information Processing Systems, 2025
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2024

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    NeurCAM: Interpretable Neural Clustering via Additive Models
    Nakul Upadhya and Eldan Cohen
    In ECAI, 2024
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2023

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