73 citations · 167 across the 38 of their papers we have counts for
4 papers · 1 filter
On Statistical Learning of Simplices: Unmixing Problem Revisited
Amir Najafi, Saeed Ilchi, Amir H. Saberi +3
We study the sample complexity of learning a high-dimensional simplex from a set of points uniformly sampled from its interior. Learning of simplices is a long studied problem in c…
Optimum Transmission Delay for Function Computation in NFV-based Networks: the role of Network Coding and Redundant Computing
Behrooz Tahmasebi, Mohammad Ali Maddah-Ali, Saeedeh Parsaeefard +1
In this paper, we study the problem of delay minimization in NFV-based networks. In such systems, the ultimate goal of any request is to compute a sequence of functions in the netw…
Multi-agent Learning for Cooperative Large-scale Caching Networks
Elahe Rezaei, Hafez Eslami Manoochehri, Babak Hossein Khalaj
Caching networks are designed to reduce traffic load at backhaul links, by serving demands from edge-nodes. In the past decades, many studies have been done to address the caching…
On Multi-Server Coded Caching in the Low Memory Regime
Seyed Pooya Shariatpanahi, Babak Hossein Khalaj
In this paper we determine the delivery time for a multi-server coded caching problem when the cache size of each user is small. We propose an achievable scheme based on coded cach…