2 citations · 4 across the 21 of their papers we have counts for
4 papers · 1 filter
One-shot Generative Distribution Matching for Augmented RF-based UAV Identification
Amir Kazemi, Salar Basiri, Volodymyr Kindratenko +1
This work addresses the challenge of identifying Unmanned Aerial Vehicles (UAV) using radiofrequency (RF) fingerprinting in limited RF environments. The complexity and variability…
Parameterized MDPs and Reinforcement Learning Problems -- A Maximum Entropy Principle Based Framework
Amber Srivastava, Srinivasa M Salapaka
We present a framework to address a class of sequential decision making problems. Our framework features learning the optimal control policy with robustness to noisy data, determin…
A Clustering Approach to Edge Controller Placement in Software Defined Networks with Cost Balancing
Reza Soleymanifar, Amber Srivastava, Carolyn Beck +1
In this work we introduce two novel deterministic annealing based clustering algorithms to address the problem of Edge Controller Placement (ECP) in wireless edge networks. These n…
On the Persistence of Clustering Solutions and True Number of Clusters in a Dataset
Amber Srivastava, Mayank Baranwal, Srinivasa Salapaka
Typically clustering algorithms provide clustering solutions with prespecified number of clusters. The lack of a priori knowledge on the true number of underlying clusters in the d…