24 citations · 99 across the 33 of their papers we have counts for
4 papers · 1 filter
Straggler-Robust Distributed Optimization in Parameter-Server Networks
Elie Atallah, Nazanin Rahnavard, Chinwendu Enyioha
Optimization in distributed networks plays a central role in almost all distributed machine learning problems. In principle, the use of distributed task allocation has reduced the…
Straggler-Robust Distributed Optimization with the Parameter Server Utilizing Coded Gradient
Elie Atallah, Nazanin Rahnavard, Chinwendu Enyioha
Optimization in distributed networks plays a central role in almost all distributed machine learning problems. In principle, the use of distributed task allocation has reduced the…
Robust Target Localization Based on Squared Range Iterative Reweighted Least Squares
Alireza Zaeemzadeh, Mohsen Joneidi, Behzad Shahrasbi +1
In this paper, the problem of target localization in the presence of outlying sensors is tackled. This problem is important in practice because in many real-world applications the…
Dynamic Sensor Selection for Reliable Spectrum Sensing via E-Optimal Criterion
Mohsen Joneidi, Alireza Zaeemzadeh, Nazanin Rahnavard
Reliable and efficient spectrum sensing through dynamic selection of a subset of spectrum sensors is studied. The problem of selecting K sensor measurements from a set of M potenti…