16 citations · 42 across the 5 of their papers we have counts for
8 papers
LNAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning
Keith G. Mills, Fred X. Han, Mohammad Salameh +6
Neural architecture search (NAS) has achieved remarkable results in deep neural network design. Differentiable architecture search converts the search over discrete architectures i…
Generative Adversarial Neural Architecture Search
Seyed Saeed Changiz Rezaei, Fred X. Han, Di Niu +5
Despite the empirical success of neural architecture search (NAS) in deep learning applications, the optimality, reproducibility and cost of NAS schemes remain hard to assess. In t…
Combinatorial Optimization by Decomposition on Hybrid CPU--non-CPU Solver Architectures
Ali Narimani, Seyed Saeed Changiz Rezaei, Arman Zaribafiyan
The advent of new special-purpose hardware such as FPGA or ASIC-based annealers and quantum processors has shown potential in solving certain families of complex combinatorial opti…
Almost All Regular Graphs are Normal
Seyed Saeed Changiz Rezaei, Seyyed Aliasghar Hosseini, Bojan Mohar
In 1999, De Simone and Körner conjectured that every graph without induced contains a clique cover and a stable set cover such th…
Symmetric Graphs with respect to Graph Entropy
Seyed Saeed Changiz Rezaei, Ehsan Chiniforooshan
Let be a functional defined on the set of all the probability distributions on the vertex set of a graph . We say that is \emph{symmetric with respect to }…
Entropy of Symmetric Graphs
Seyed Saeed Changiz Rezaei, Chris Godsil
A graph is called \emph{symmetric with respect to a functional } defined on the set of all the probability distributions on its vertex set if the distribution max…
A New Achievable Rate for the Gaussian Parallel Relay Channel
Seyed Saeed, Changiz Rezaei, Shahab Oveis Gharan +1
Schein and Gallager introduced the Gaussian parallel relay channel in 2000. They proposed the Amplify-and-Forward (AF) and the Decode-and-Forward (DF) strategies for this channel.…
Cooperative Strategies for the Half-Duplex Gaussian Parallel Relay Channel: Simultaneous Relaying versus Successive Relaying
Seyed Saeed Changiz Rezaei, Shahab Oveis Gharan, Amir K. Khandani
This study investigates the problem of communication for a network composed of two half-duplex parallel relays with additive white Gaussian noise. Two protocols, i.e., \emph{Simult…