73 citations · 123 across the 30 of their papers we have counts for
5 papers · 1 filter
Reinforcement Learning with Subspaces using Free Energy Paradigm
Milad Ghorbani, Reshad Hosseini, Seyed Pooya Shariatpanahi +1
In large-scale problems, standard reinforcement learning algorithms suffer from slow learning speed. In this paper, we follow the framework of using subspaces to tackle this proble…
D2D Assisted Multi-antenna Coded Caching
Hamidreza Bakhshzad Mahmoodi, Jarkko Kaleva, Seyed Pooya Shariatpanahi +1
A device-to-device (D2D) aided multi-antenna coded caching scheme is proposed to improve the average delivery rate and reduce the downlink (DL) beamforming complexity.} Novel beamf…
Low-Complexity High-Performance Cyclic Caching for Large MISO Systems
MohammadJavad Salehi, Emanuele Parrinello, Seyed Pooya Shariatpanahi +2
Multi-antenna coded caching is known to combine a global caching gain that is proportional to the cumulative cache size found across the network, with an additional spatial multipl…
Coded Caching with Uneven Channels: A Quality of Experience Approach
MohammadJavad Salehi, Antti Tölli, Seyed Pooya Shariatpanahi
The rate performance of wireless coded caching schemes is typically limited by the lowest achievable per-user rate in the given multicast group, during each transmission time slot.…
Classification of Traffic Using Neural Networks by Rejecting: a Novel Approach in Classifying VPN Traffic
Ali Parchekani, Salar Nouri, Vahid Shah-Mansouri +1
In this paper, we introduce a novel end-to-end traffic classification method to distinguish between traffic classes including VPN traffic in three layers of the Open Systems Interc…