1. AABI
    PAC-Bayesian Soft Actor-Critic Learning
    B. Tasdighi, Abdullah Akgül, M. Haussmann, and 2 more authors
    In Advances in Approximate Bayesian Inference Symposium 2024
  2. ICLR
    Calibrating Bayesian UNet++ for Sub-Seasonal Forecasting
    B. Asan, Abdullah Akgül, A. Unal, and 2 more authors
    In Tackling Climate Change with Machine Learning at ICLR 2024 2024
  3. L4DC
    Continual Learning of Multi-modal Dynamics with External Memory
    Abdullah Akgül, G. Unal, and M. Kandemir
    In Proceedings of The 6th Annual Learning for Dynamics and Control Conference 2024



    1. ICLR
      Evidential Turing Processes
      M. Kandemir, Abdullah Akgül, M. Haussmann, and 1 more author
      In International Conference on Learning Representations 2022
    2. FL-NeurIPS
      How to Combine Variational Bayesian Networks in Federated Learning
      A. Ozer, K.B. Buldu, Abdullah Akgül, and 1 more author
      In Workshop on Federated Learning: Recent Advances and New Challenges (in Conjunction with NeurIPS 2022) 2022