research
∙
10/03/2021
Meta-Reinforcement Learning via Buffering Graph Signatures for Live Video Streaming Events
In this study, we present a meta-learning model to adapt the predictions...
share
research
∙
07/31/2021
Sequence Adaptation via Reinforcement Learning in Recommender Systems
Accounting for the fact that users have different sequential patterns, t...
research
∙
07/28/2021
A Deep Graph Reinforcement Learning Model for Improving User Experience in Live Video Streaming
In this paper we present a deep graph reinforcement learning model to pr...
research
∙
06/18/2021
Multi-Task Learning for User Engagement and Adoption in Live Video Streaming Events
Nowadays, live video streaming events have become a mainstay in viewer's...
research
∙
11/11/2020
EGAD: Evolving Graph Representation Learning with Self-Attention and Knowledge Distillation for Live Video Streaming Events
In this study, we present a dynamic graph representation learning model ...
research
∙
11/11/2020
VStreamDRLS: Dynamic Graph Representation Learning with Self-Attention for Enterprise Distributed Video Streaming Solutions
Live video streaming has become a mainstay as a standard communication s...
research
∙
11/11/2020
Distill2Vec: Dynamic Graph Representation Learning with Knowledge Distillation
Dynamic graph representation learning strategies are based on different ...
research
∙
11/11/2020
Adaptive Neural Architectures for Recommender Systems
Deep learning has proved an effective means to capture the non-linear as...
research
∙
11/10/2020