Blar i Bergen Open Research Archive på forfatter "Hasibi, Ramin"
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Deep Learning and Deep Reinforcement Learning for Graph Based Applications
Hasibi, Ramin (Doctoral thesis, 2024-01-26)Dyp læring har gitt state-of-the-art ytelse i mange applikasjoner som datasyn, tekstanalyse, biologi, osv. Suksessen med dyp læring har også hjulpet fremveksten av dyp forsterkende læring for optimal beslutningstaking og ... -
A general deep reinforcement learning hyperheuristic framework for solving combinatorial optimization problems
Kallestad, Jakob Vigerust; Hasibi, Ramin; Hemmati, Ahmad; Sörensen, Kenneth (Journal article; Peer reviewed, 2023)Many problem-specific heuristic frameworks have been developed to solve combinatorial optimization problems, but these frameworks do not generalize well to other problem domains. Metaheuristic frameworks aim to be more ... -
A Graph Feature Auto-Encoder for the Prediction of Unobserved Node Features on Biological Networks
Hasibi, Ramin; Michoel, Tom (Journal article; Peer reviewed, 2021)Background Molecular interaction networks summarize complex biological processes as graphs, whose structure is informative of biological function at multiple scales. Simultaneously, omics technologies measure the variation ...