3 citations · 5 across the 4 of their papers we have counts for
4 papers
Budgeted Online Model Selection and Fine-Tuning via Federated Learning
Pouya M. Ghari, Yanning Shen
Online model selection involves selecting a model from a set of candidate models 'on the fly' to perform prediction on a stream of data. The choice of candidate models henceforth h…
Personalized Online Federated Learning with Multiple Kernels
Pouya M. Ghari, Yanning Shen
Multi-kernel learning (MKL) exhibits well-documented performance in online non-linear function approximation. Federated learning enables a group of learners (called clients) to tra…
Localization in Wireless Sensor Networks Using Quadratic Optimization
Pouya Mollaebrahim Ghari, Reza Shahbazian, Seyed Ali Ghorashi
The localization problem in a wireless sensor network is to determine the coordination of sensor nodes using the known positions of some nodes (called anchors) and corresponding no…
A Less Noise-Sensitive SDP Relaxation in Wireless Sensor Network Localization
Pouya Mollaebrahim Ghari, Reza Shahbazian, Seyed Ali Ghorashi
There are variety of methods to solve the localization problem and among them semi-definite programming based methods have shown great performance in both complexity and accuracy a…