111 citations · 225 across the 24 of their papers we have counts for
29 papers
K-TRAIL: Simulator-Guided Generative Design of EM/RF Circuits
Piyush Saha, Evan Newell, Hanna O'Leary +2
Inverse design of RF and electromagnetic (EM) circuits is challenging because the relationship between circuit layout and electrical response is non-unique, and full-wave simulatio…
D-SVM over Networked Systems with Non-Ideal Linking Conditions
Mohammadreza Doostmohammadian, Alireza Aghasi, Houman Zarrabi
This paper considers distributed optimization algorithms, with application in binary classification via distributed support-vector-machines (D-SVM) over multi-agent networks subjec…
Distributed Constraint-Coupled Optimization over Lossy Networks
Mohammadreza Doostmohammadian, Usman A. Khan, Alireza Aghasi +1
This paper considers distributed resource allocation and sum-preserving constrained optimization over lossy networks, where the links are unreliable and subject to packet drops. We…
Distributed CPU Scheduling Subject to Nonlinear Constraints
Mohammadreza Doostmohammadian, Alireza Aghasi, Apostolos I. Rikos +5
This paper considers a network of collaborating agents for local resource allocation subject to nonlinear model constraints. In many applications, it is required (or desirable) tha…
RIGID: Robust Linear Regression with Missing Data
Alireza Aghasi, MohammadJavad Feizollahi, Saeed Ghadimi
We present a robust framework to perform linear regression with missing entries in the features. By considering an elliptical data distribution, and specifically a multivariate nor…
Distributed Finite-Sum Constrained Optimization subject to Nonlinearity on the Node Dynamics
Mohammadreza Doostmohammadian, Maria Vrakopoulou, Alireza Aghasi +1
Motivated by recent development in networking and parallel data-processing, we consider a distributed and localized finite-sum (or fixed-sum) allocation technique to solve resource…