112 citations · 140 across the 21 of their papers we have counts for
34 papers
Graph-Theoretic Bounds for Non-Linear Function Computation Broadcast
Derya Malak, Vijith Kumar K. P., M. Reza Deylam Salehi
This work studies non-linear function computation broadcast (NFCB), in which a sender with access to datasets broadcasts a common message to users, each p…
Fundamental Limits of Multi-User Distributed Computing of Linearly Separable Functions
K. K. Krishnan Namboodiri, Elizabath Peter, Derya Malak +1
This work establishes the fundamental limits of the classical problem of multi-user distributed computing of linearly separable functions. In particular, we consider a distributed…
Learning-Augmented Perfectly Secure Collaborative Matrix Multiplication
Zixuan He, Mohammad Reza Deylam Salehi, Derya Malak +1
This paper presents a perfectly secure matrix multiplication (PSMM) protocol for multiparty computation (MPC) of over finite fields. The proposed sche…
Multi-User Non-Linearly Separable Distributed Computing
Ali Khalesi, Ahmad Tanha, Derya Malak +1
This paper considers an -server distributed computing setting with users requesting functions that are arbitrary multivariable polynomial evaluations of real (potentiall…
Fundamental Limits of Distributed Computing for Linearly Separable Functions
K. K. Krishnan Namboodiri, Elizabath Peter, Derya Malak +1
This work addresses the problem of distributed computation of linearly separable functions, where a master node with access to datasets, employs servers to compute user…
Distributed Compression for Computation and Bounds on the Optimal Rate
Mohammad Reza Deylam Salehi, Derya Malak
We address the problem of distributed computation of arbitrary functions of two correlated sources and , residing in two distributed source nodes, respectively. We explo…