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Luigi Acerbi

    20222026

    Research activity per year

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    • 7 Conference article in proceedings
    • 2 Article

    • Amortized Bayesian Workflow

      Li, C., Vehtari, A., Bürkner, P. C., Radev, S. T., Acerbi, L. & Schmitt, M., 2026, In: Transactions on Machine Learning Research. 2026-February

      Research output: Contribution to journal › Article › Scientific › peer-review

      Open Access
      File
      8 Downloads (Pure)

    • Amortized Bayesian Experimental Design for Decision-Making

      Huang, D., Guo, Y., Acerbi, L. & Kaski, S., 2025, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Curran Associates Inc., 20 p. (Advances in Neural Information Processing Systems; vol. 37).

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

      Open Access

    • Amortized Probabilistic Conditioning for Optimization, Simulation and Inference

      Chang, P. E., Loka, N., Huang, D., Remes, U., Kaski, S. & Acerbi, L., 2025, Proceedings of the 28th International Conference on Artificial Intelligence and Statistics (AISTATS) 2025. JMLR, p. 703-711 9 p. (Proceedings of Machine Learning Research; vol. 258).

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

      Open Access
      File
      23 Downloads (Pure)

    • Improving robustness to corruptions with multiplicative weight perturbations

      Trinh, T., Heinonen, M., Acerbi, L. & Kaski, S., 2025, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Curran Associates Inc., (Advances in Neural Information Processing Systems; vol. 37).

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

      Open Access
      1 Citation (Scopus)

    • Learning Robust Statistics for Simulation-based Inference under Model Misspecification

      Huang, D., Bharti, A., Holanda De Souza Junior, A., Acerbi, L. & Kaski, S., 2024, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Curran Associates Inc., 22 p. (Advances in Neural Information Processing Systems; vol. 36).

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

      Open Access
      18 Citations (Scopus)
    View all 9 research outputs