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Paul Chang

    20192023

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    • 2023

      Memory-Based Dual Gaussian Processes for Sequential Learning

      Chang, P. E., Verma, P., John, S. T., Solin, A. & Emtiyaz Khan, M., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). JMLR, p. 4035-4054 20 p. (Proceedings of Machine Learning Research; vol. 202).

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

      Open Access
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      28 Downloads (Pure)
    • 2021

      Dual parameterization of sparse variational Gaussian processes

      Adam, V., Chang, P., Khan, M. E. & Solin, A., 2021, Advances in Neural Information Processing Systems 34 (NeurIPS 2021). Curran Associates Inc., 12 p. (Advances in Neural Information Processing Systems).

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

      Open Access
      File
      27 Downloads (Pure)
    • 2020

      Fast Variational Learning in State-Space Gaussian Process Models

      Chang, P., Wilkinson, W., Emtiyaz Khan, M. & Solin, A., 23 Sept 2020, Proceedings of the 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing, MLSP 2020. IEEE, 9231560

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

      Open Access
      12 Citations (Scopus)
    • State Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes

      Wilkinson, W., Chang, P., Riis Andersen, M. & Solin, A., 13 Jul 2020, Proceedings of the 37th International Conference on Machine Learning. JMLR, p. 10270-10281 (Proceedings of Machine Learning Research ; vol. 119).

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

      Open Access
      File
      10 Citations (Scopus)
      42 Downloads (Pure)
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