101 citations · 843 across the 66 of their papers we have counts for
8 papers · 1 filter
Finite sample performance of linear least squares estimation
Michael Krikheli, Amir Leshem
Linear Least Squares is a very well known technique for parameter estimation, which is used even when sub-optimal, because of its very low computational requirements and the fact t…
Game of Thrones: Fully Distributed Learning for Multi-Player Bandits
Ilai Bistritz, Amir Leshem
We consider an N-player multi-armed bandit game where each player chooses one out of M arms for T turns. Each player has different expected rewards for the arms, and the instantane…
Spectrum and Energy Efficient Multiple Access for Detection in Wireless Sensor Networks
Kobi Cohen, Amir Leshem
We consider a binary hypothesis testing problem using Wireless Sensor Networks (WSNs). The decision is made by a fusion center and is based on received data from the sensors. We fo…
Game Theoretic Analysis for Joint Sponsored and Edge Caching Content Service Market
Zehui Xiong, Shaohan Feng, Dusit Niyato +3
With a sponsored content scheme in a wireless network, a sponsored content service provider can pay to a network operator on behalf of the mobile users/subscribers to lower down th…
Maximizing Service Reward for Queues with Deadlines
Li-on Raviv, Amir Leshem
In this paper we consider a real time queuing system with rewards and deadlines. We assume that packet processing time is known upon arrival, as is the case in communication networ…
Large Matrix Asymptotic Analysis of ZF and MMSE Crosstalk Cancelers for Wireline Channels
Itsik Bergel, S. M. Zafaruddin, Amir Leshem
We present asymptotic expressions for user throughput in a multi-user wireline system with a linear decoder, in increasingly large system sizes. This analysis can be seen as a gene…