179 citations · 425 across the 38 of their papers we have counts for
4 papers · 1 filter
Almost Sure Convergence of Distributed Optimization with Imperfect Information Sharing
Hadi Reisizadeh, Anand Gokhale, Behrouz Touri +1
To design algorithms that reduce communication cost or meet rate constraints and are robust to communication noise, we study convex distributed optimization problems where a set of…
DIMIX: DIminishing MIXing for Sloppy Agents
Hadi Reisizadeh, Behrouz Touri, Soheil Mohajer
We study non-convex distributed optimization problems where a set of agents collaboratively solve a separable optimization problem that is distributed over a time-varying network.…
Matrix Completion with Hierarchical Graph Side Information
Adel Elmahdy, Junhyung Ahn, Changho Suh +1
We consider a matrix completion problem that exploits social or item similarity graphs as side information. We develop a universal, parameter-free, and computationally efficient al…
Secure Determinant Codes for Distributed Storage Systems
Adel Elmahdy, Michelle Kleckler, Soheil Mohajer
The information-theoretic secure exact-repair regenerating codes for distributed storage systems (DSSs) with parameters are studied in this paper. We consider dist…