publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. openreview
    WILTing Trees: Interpreting the Distance Between MPNN Embeddings
    Masahiro NEGISHI, Thomas GÄRTNER, and Pascal WELKE
    Forty-second International Conference on Machine Learning, 2025
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2024

  1. NeurIPS
    Two-Stage Coefficient Estimation in Symbolic Regression for Scientific Discovery
    Masahiro NEGISHI, Ryo IGARASHI, Yoshitaka USHIKU, and 2 more authors
    Machine Learning and the Physical Sciences Workshop @ NeurIPS, 2024
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2023

  1. JSAI
    Scaling Laws of Dataset Size for VideoGPT
    Masahiro NEGISHI, Makoto SATO, Ryosuke UNNO, and 7 more authors
    Proceedings of the Annual Conference of JSAI, 2023
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  2. JSAI
    Construction and Validation of Action-Conditioned VideoGPT
    Koudai TABATA, Junnosuke KAMOHARA, Ryosuke UNNO, and 7 more authors
    Proceedings of the Annual Conference of JSAI, 2023
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  3. JSAI
    Scaling Laws of Model Size for World Models
    Makoto SATO, Ryosuke UNNO, Masahiro NEGISHI, and 7 more authors
    Proceedings of the Annual Conference of JSAI, 2023
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  4. Pairwise-constraint Classification in Weakly Supervised Machine Learning: Risk-consistent Approach and Classifier-consistent Approach
    Masahiro NEGISHI, and Masashi SUGIYAMA
    Senior Thesis, Department of Information Science, School of Science, The University of Tokyo, 2023