Πλοήγηση ανά Συγγραφέα "Antaris S., Rafailidis D., Girdzijauskas S."

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Knowledge distillation on neural networks for evolving graphs

Antaris S., Rafailidis D., Girdzijauskas S. (2021)

Graph representation learning on dynamic graphs has become an important task on several real-world applications, such as recommender systems, email spam detection, and so on. To efficiently capture the evolution of a graph, ...
Meta-reinforcement learning via buffering graph signatures for live video streaming events

Antaris S., Rafailidis D., Girdzijauskas S. (2021)

In this study, we present a meta-learning model to adapt the predictions of the network's capacity between viewers who participate in a live video streaming event. We propose the MELANIE model, where an event is formulated ...