Non-separable spatio-temporal graph kernels via SPDEs

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• Finished

  HEALED/Kaski S.: Human-steered next-generation machine learning for reviving drug design (HEALED)

  Kaski, S. (Principal investigator), Masood, A. (Project Member), Stefanović, O. (Project Member), Zhang, X. (Project Member), Naumov, A. (Project Member), Barabanshchikova, P. (Project Member), Soumi, R. (Project Member), Guo, Y. (Project Member), Nguyen, B. (Project Member), Nahal, Y. (Project Member), Zhu, L. (Project Member) & Martinelli, J. (Project Member)

  01/09/2021 → 31/08/2025

  Project: RCF Academy Project

  • Reinforcement Learning 100%
  • Neural Network 66%
  • Graphical User Interface 66%
  • Computational Modeling 58%
  • Large Language Model 50%

• -: Shallow models meet deep vision

  Solin, A. (Principal investigator), Mereu, R. (Project Member), Trapp, M. (Project Member), Wang, H. (Project Member), Tamir, E. (Project Member), Li, R. (Project Member), Verma, P. (Project Member) & Chang, P. (Project Member)

  01/09/2019 → 31/08/2023

  Project: Academy of Finland: Other research funding

  • Gaussian Process 100%
  • Machine Learning 44%
  • Learning System 44%
  • Approximates 44%
  • Inference Method 33%

• -: Finnish Center for Artificial Intelligence

  Kaski, S. (Principal investigator)

  01/01/2019 → 31/12/2022

  Project: Academy of Finland: Other research funding

  • Reinforcement Learning 100%
  • Learning System 98%
  • Machine Learning 92%
  • Bayesian 73%
  • Approximation (Algorithm) 67%