1 citations · 2 across the 9 of their papers we have counts for
9 papers
Laplace-HDC: Understanding the geometry of binary hyperdimensional computing
Saeid Pourmand, Wyatt D. Whiting, Alireza Aghasi +1
This paper studies the geometry of binary hyperdimensional computing (HDC), a computational scheme in which data are encoded using high-dimensional binary vectors. We establish a r…
Fully Zeroth-Order Bilevel Programming via Gaussian Smoothing
Alireza Aghasi, Saeed Ghadimi
In this paper, we study and analyze zeroth-order stochastic approximation algorithms for solving bilvel problems, when neither the upper/lower objective values, nor their unbiased…
Certain and Approximately Certain Models for Statistical Learning
Cheng Zhen, Nischal Aryal, Arash Termehchy +2
Real-world data is often incomplete and contains missing values. To train accurate models over real-world datasets, users need to spend a substantial amount of time and resources i…
Survey of Distributed Algorithms for Resource Allocation over Multi-Agent Systems
Mohammadreza Doostmohammadian, Alireza Aghasi, Mohammad Pirani +5
Resource allocation and scheduling in multi-agent systems present challenges due to complex interactions and decentralization. This survey paper provides a comprehensive analysis o…
Accelerated Distributed Allocation
Mohammadreza Doostmohammadian, Alireza Aghasi
Distributed allocation finds applications in many scenarios including CPU scheduling, distributed energy resource management, and networked coverage control. In this paper, we prop…
Distributed Delay-Tolerant Strategies for Equality-Constraint Sum-Preserving Resource Allocation
Mohammadreza Doostmohammadian, Alireza Aghasi, Maria Vrakopoulou +3
This paper proposes two nonlinear dynamics to solve constrained distributed optimization problem for resource allocation over a multi-agent network. In this setup, coupling constra…