87 citations · 233 across the 36 of their papers we have counts for
5 papers · 1 filter
Moment-Based Spectral Analysis of Random Graphs with Given Expected Degrees
Victor M. Preciado, M. Amin Rahimian
In this paper, we analyze the limiting spectral distribution of the adjacency matrix of a random graph ensemble, proposed by Chung and Lu, in which a given expected degree sequence…
Learning without Recall: A Case for Log-Linear Learning
Mohammad Amin Rahimian, Ali Jadbabaie
We analyze a model of learning and belief formation in networks in which agents follow Bayes rule yet they do not recall their history of past observations and cannot reason about…
Learning without Recall by Random Walks on Directed Graphs
Mohammad Amin Rahimian, Shahin Shahrampour, Ali Jadbabaie
We consider a network of agents that aim to learn some unknown state of the world using private observations and exchange of beliefs. At each time, agents observe private signals g…
Minimal Actuator Placement with Optimal Control Constraints
Vasileios Tzoumas, Mohammad Amin Rahimian, George J. Pappas +1
We introduce the problem of minimal actuator placement in a linear control system so that a bound on the minimum control effort for a given state transfer is satisfied while contro…
Switching to Learn
Shahin Shahrampour, Mohammad Amin Rahimian, Ali Jadbabaie
A network of agents attempt to learn some unknown state of the world drawn by nature from a finite set. Agents observe private signals conditioned on the true state, and form belie…