29 citations · 58 across the 9 of their papers we have counts for
10 papers
Data Sharing Markets
Mohammad Rasouli, Michael I. Jordan
With the growing use of distributed machine learning techniques, there is a growing need for data markets that allows agents to share data with each other. Nevertheless data has un…
FedGAN: Federated Generative Adversarial Networks for Distributed Data
Mohammad Rasouli, Tao Sun, Ram Rajagopal
We propose Federated Generative Adversarial Network (FedGAN) for training a GAN across distributed sources of non-independent-and-identically-distributed data sources subject to co…
Adaptive Experimental Design with Temporal Interference: A Maximum Likelihood Approach
Peter Glynn, Ramesh Johari, Mohammad Rasouli
Suppose an online platform wants to compare a treatment and control policy, e.g., two different matching algorithms in a ridesharing system, or two different inventory management a…
Cloud Storage for Multi-Service Battery Operation (Extended Version)
Mohammad Rasouli, Tao Sun, Camille Pache +4
We study a cloud storage operator who provides shared storage service for electricity end-users using the residual part of a multi-service grid-scale battery primarily used for hig…
Worst-case Guarantees for Remote Estimation of an Uncertain Source
Mukul Gagrani, Yi Ouyang, Mohammad Rasouli +1
Consider a remote estimation problem where a sensor wants to communicate the state of an uncertain source to a remote estimator over a finite time horizon. The uncertain source is…
The Value of Distributed Energy Resources for Heterogeneous Residential Consumers
Siddharth Patel, Mohammad Rasouli, Junjie Qin +1
The presence of behind-the-meter rooftop photovoltaics and storage in the residential sector is poised to increase significantly. Here we quantify in detail the value of these tech…
A Game-Theoretic Framework for Studying Dynamics of Multi Decision-maker Systems
Mohammad Rasouli
System Dynamics (SD) main aim is to study dynamic behavior of systems based on causal relations. The other purpose of the science is to design policies, both in initial values and…
A Supervisory Control Approach to Dynamic Cyber-Security
Mohammad Rasouli, Erik Miehling, Demosthenis Teneketzis
An analytical approach for a dynamic cyber-security problem that captures progressive attacks to a computer network is presented. We formulate the dynamic security problem from the…
Electricity Pooling Markets with Strategic Producers Possessing Asymmetric Information II: Inelastic Demand
Mohammad Rasouli, Demosthenis Teneketzis
In the restructured electricity industry, electricity pooling markets are an oligopoly with strategic producers possessing private information (private production cost function). W…
Electricity Pooling Markets with Strategic Producers Possessing Asymmetric Information I: Elastic Demand
Mohammad Rasouli, Demosthenis Teneketzis
In the restructured electricity industry, electricity pooling markets are an oligopoly with strategic producers possessing private information (private production cost function). W…