Abdullah Akgül

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Partial Observability

External Memory

Bayesian Networks

Top Venues

Trans. Mach. Learn. Res.

Publications

Abdullah Akgül, Gozde Unal, Melih Kandemir
Continual learning of multi-modal dynamics with external memory. L4DC (2024)
Abdullah Akgül, Manuel Haußmann, Melih Kandemir
Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement Learning. CoRR (2024)
Busra Asan, Abdullah Akgül, Alper Unal, Melih Kandemir, Gozde Unal
Calibrating Bayesian UNet++ for Sub-Seasonal Forecasting. CoRR (2024)
Bahareh Tasdighi, Abdullah Akgül, Kenny Kazimirzak Brink, Melih Kandemir
PAC-Bayesian Soft Actor-Critic Learning. CoRR (2023)
Altay Unal, Abdullah Akgül, Melih Kandemir, Gozde Unal
Meta Continual Learning on Graphs with Experience Replay. Trans. Mach. Learn. Res. 2023 (2023)
Nicklas Werge, Abdullah Akgül, Melih Kandemir
BOF-UCB: A Bayesian-Optimistic Frequentist Algorithm for Non-Stationary Contextual Bandits. CoRR (2023)
Atahan Ozer, Kadir Burak Buldu, Abdullah Akgül, Gozde Unal
How to Combine Variational Bayesian Networks in Federated Learning. CoRR (2022)
Melih Kandemir, Abdullah Akgül, Manuel Haußmann, Gozde Unal
Evidential Turing Processes. ICLR (2022)
Abdullah Akgül, Gozde Unal, Melih Kandemir
Continual Learning of Multi-modal Dynamics with External Memory. CoRR (2022)
Melih Kandemir, Abdullah Akgül, Manuel Haußmann, Gozde Unal
Evidential Turing Processes. CoRR (2021)