vqsgd: Vector quantized stochastic gradient descent

V Gandikota, D Kane, RK Maity… - International …, 2021 - proceedings.mlr.press
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 …

[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 …

vqsgd: Vector quantized stochastic gradient descent

V Gandikota, D Kane, RK Maity… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
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 …

Independent component analysis for multiple-input multiple-output wireless communication systems

J Gao, X Zhu, AK Nandi - Signal Processing, 2011 - Elsevier
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 …

Orthogonal coded active illumination for millimeter wave, massive-MIMO computational imaging with metasurface antennas

A Pedross-Engel, D Arnitz, JN Gollub… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Emerging metasurface antenna technology enables flexible and low cost massive multiple-
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 …

[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 …

Non-redundant precoding and PAPR reduction in MIMO OFDM systems with ICA based blind equalization

J Gao, X Zhu, AK Nandi - IEEE Transactions on Wireless …, 2009 - ieeexplore.ieee.org
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 …

[HTML][HTML] Hadamard ideals and Hadamard matrices with two circulant cores

IS Kotsireas, C Koukouvinos, J Seberry - European Journal of …, 2006 - Elsevier
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 …

Legendre ‐array pairs and the theoretical unification of several ‐array families

KT Arasu, DA Bulutoglu… - Journal of Combinatorial …, 2020 - Wiley Online Library
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 …