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Alexander Nikitin

    20212025

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    • 2025

      Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities

      Nikitin, A., Kossen, J., Gal, Y. & Marttinen, P., 2025, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zheng, C. (eds.). Curran Associates Inc., (Advances in Neural Information Processing Systems; vol. 37).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
    • TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series

      Nikitin, A., Iannucci, 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 proceedingConference article in proceedingsScientificpeer-review

      Open Access
      1 Citation (Scopus)
    • 2024

      Thin and deep Gaussian processes

      de Souza, D. A., Nikitin, A., John, T., Ross, M., Alvarez, M. A., Deisenroth, M. P., Pordeus Gomes, J. P., Parente Paiva Mesquita, D. & Mattos, C. L., 2024, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Curran Associates Inc., 11 p. (Advances in Neural Information Processing Systems; vol. 36).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
    • 2022

      Human-in-the-Loop Large-Scale Predictive Maintenance of Workstations

      Nikitin, A. & Kaski, S., 14 Aug 2022, KDD '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. ACM, p. 3682–3690

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
      5 Citations (Scopus)
    • Non-separable spatio-temporal graph kernels via SPDEs

      Nikitin, A., John, S., Solin, A. & Kaski, S., 2022, Proceedings of The 25th International Conference on Artificial Intelligence and Statistics. JMLR, p. 10640-10660 (Proceedings of Machine Learning Research; vol. 151).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
      File
      58 Downloads (Pure)
    • 2021

      Decision Rule Elicitation for Domain Adaptation

      Nikitin, A. & Kaski, S., 14 Apr 2021, 26th International Conference on Intelligent User Interfaces, IUI 2021. ACM, p. 244-248 5 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
      6 Citations (Scopus)
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