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vqsgd: Vector quantized stochastic gradient descent
In this work, we present a family of vector quantization schemes vqSGD (Vector-Quantized
Stochastic Gradient Descent) that provide an asymptotic reduction in the communication …
Stochastic Gradient Descent) that provide an asymptotic reduction in the communication …
[BOEK][B] Uncertainty quantification with experimental data and complex system models
TM Russi - 2010 - search.proquest.com
This dissertation discusses uncertainty quantification as posed in the Data Collaboration
framework. Data Collaboration is a methodology for combining experimental data and …
framework. Data Collaboration is a methodology for combining experimental data and …
vqsgd: Vector quantized stochastic gradient descent
In this work, we present a family of vector quantization schemes vqSGD (Vector-Quantized
Stochastic Gradient Descent) that provide an asymptotic reduction in the communication …
Stochastic Gradient Descent) that provide an asymptotic reduction in the communication …
Independent component analysis for multiple-input multiple-output wireless communication systems
Independent component analysis (ICA), an efficient higher order statistics (HOS) based blind
source separation technique, has been successfully applied in various fields. In this paper …
source separation technique, has been successfully applied in various fields. In this paper …
Orthogonal coded active illumination for millimeter wave, massive-MIMO computational imaging with metasurface antennas
Emerging metasurface antenna technology enables flexible and low cost massive multiple-
input multiple-output (MIMO) millimeter-wave (mmW) imaging for applications such as …
input multiple-output (MIMO) millimeter-wave (mmW) imaging for applications such as …
Orthogonal Latin hypercube designs from generalized orthogonal designs
SD Georgiou - Journal of Statistical Planning and Inference, 2009 - Elsevier
Latin hypercube designs is a class of experimental designs that is important when computer
simulations are needed to study a physical process. In this paper, we proposed some …
simulations are needed to study a physical process. In this paper, we proposed some …
[PDF][PDF] Two infinite families of symmetric Hadamard matrices
J Seberry, NA Balonin - Australasian Journal of …, 2017 - documents.uow.edu.au
Two Infinite Families of Symmetric Hadamard Matrices Page 1 Two Infinite Families of
Symmetric Hadamard Matrices Jennifer Seberry ∗ and NA Balonin † September 11, 2017 …
Symmetric Hadamard Matrices Jennifer Seberry ∗ and NA Balonin † September 11, 2017 …
Non-redundant precoding and PAPR reduction in MIMO OFDM systems with ICA based blind equalization
We propose a non-redundant linear precoding scheme and three peak-to-average power
ratio (PAPR) reduction schemes for multiple-input multiple-output (MIMO) orthogonal …
ratio (PAPR) reduction schemes for multiple-input multiple-output (MIMO) orthogonal …
[HTML][HTML] Hadamard ideals and Hadamard matrices with two circulant cores
We apply computational algebra methods to the construction of Hadamard matrices with two
circulant cores, given by Fletcher, Gysin and Seberry. We introduce the concept of …
circulant cores, given by Fletcher, Gysin and Seberry. We introduce the concept of …
Legendre ‐array pairs and the theoretical unification of several ‐array families
We investigate how Legendre G‐array pairs are related to several different perfect binary G‐
array families. In particular we study the relations between Legendre G‐array pairs …
array families. In particular we study the relations between Legendre G‐array pairs …