5 citations · 14 across the 15 of their papers we have counts for
4 papers · 2 filters
Analysis, Identification, and Validation of Discrete-Time Epidemic Processes
Philip E. Pare, Ji Liu, Carolyn L. Beck +2
Models of spread processes over non-trivial networks are commonly motivated by modeling and analysis of biological networks, computer networks, and human contact networks. However,…
Distributed Resource Allocation Over Dynamic Networks with Uncertainty
Thinh T. Doan, Carolyn L. Beck
Motivated by broad applications in various fields of engineering, we study a network resource allocation problem where the goal is to optimally allocate a fixed quantity of resourc…
On the convergence rate of distributed gradient methods for finite-sum optimization under communication delays
Thinh T. Doan, Carolyn L. Beck, R. Srikant
Motivated by applications in machine learning and statistics, we study distributed optimization problems over a network of processors, where the goal is to optimize a global object…
Multi-Competitive Viruses over Static and Time--Varying Networks
Philip E. Paré, Ji Liu, Carolyn L. Beck +2
Epidemic processes are used commonly for modeling and analysis of biological networks, computer networks, and human contact networks. The idea of competing viruses has been explore…