7 citations · 10 across the 4 of their papers we have counts for
5 papers
Delay-agnostic Asynchronous Coordinate Update Algorithm
Xuyang Wu, Changxin Liu, Sindri Magnusson +1
We propose a delay-agnostic asynchronous coordinate update algorithm (DEGAS) for computing operator fixed points, with applications to asynchronous optimization. DEGAS includes nov…
Comparing NARS and Reinforcement Learning: An Analysis of ONA and -Learning Algorithms
Ali Beikmohammadi, Sindri Magnússon
In recent years, reinforcement learning (RL) has emerged as a popular approach for solving sequence-based tasks in machine learning. However, finding suitable alternatives to RL re…
Federated Learning for IoUT: Concepts, Applications, Challenges and Opportunities
Nancy Victor, Rajeswari. C, Mamoun Alazab +5
Internet of Underwater Things (IoUT) have gained rapid momentum over the past decade with applications spanning from environmental monitoring and exploration, defence applications,…
Distributed Safe Resource Allocation using Barrier Functions
Xuyang Wu, Sindri Magnusson, Mikael Johansson
Resource allocation plays a central role in many networked systems such as smart grids, communication networks and urban transportation systems. In these systems, many constraints…
On the Convergence of Alternating Direction Lagrangian Methods for Nonconvex Structured Optimization Problems
Sindri Magnússon, Pradeep Chathuranga Weeraddana, Michael G. Rabbat +1
Nonconvex and structured optimization problems arise in many engineering applications that demand scalable and distributed solution methods. The study of the convergence properties…