Least squares and the not-Normal Equations by Wathen, AJ

“…For many of the classic problems of linear algebra, effective and efficient numerical algorithms exist, particularly for situations where dimensions are not too large. <br> The linear least squares problem is one such: excellent algorithms exist when QR factorisation is feasible. …”

Distributed Singular Value Decomposition Through Least Squares by Zhao, Freddie

“…We show the efficacy of a distributed stochastic gradient descent algorithm by implementing parallelized alternating least squares and prove theoretical guarantees for its convergence and empirical results, which allow for the development of a simple framework for solving SVD in a correct, scalable, and easily optimizable manner.…”
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Fast Instruction Selection for Fast Digital Signal Processing by Root, Alexander J, Ahmad, Maaz Bin Safeer, Sharlet, Dillon, Adams, Andrew, Kamil, Shoaib, Ragan-Kelley, Jonathan

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FAST: An Optimization Framework for Fast Additive Segmentation in Transparent ML by Liu, Brian, Mazumder, Rahul

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Production sequence generation and tolerance allocation for least production cost optimization by Chen, Hang.

“…A production sequence is formed by several machining processes organized in a special sequential order to produce a mechanical part, or feature, to the designed shape and tolerance. …”
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Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction by Nie, Feiping, Xiang, Shiming, Liu, Yun, Hou, Chenping, Zhang, Changshui

“…We show that the orthogonal least squares discriminant analysis is an extension to the null space linear discriminant analysis, and the uncorrelated least squares discriminant analysis is exactly equivalent to the traditional linear discriminant analysis. …”
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A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) / by Hair, Joseph F., Jr., 1944-, author 644188, Hult, G. Tomas M., author 209503, Ringle, Christian M., author 609755, Sarstedt, Marko, author 627541

Subjects: “…Least squares…”

Implementation of fast SLAM on UGV by Cheong, Samuel Min Ting

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No One Wants To Be A Parasitologist: The Shrinking Field of America's Least Favorite Animals by Richter, Hannah

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An incremental trust-region method for Robust online sparse least-squares estimation by Rosen, David Matthew, Kaess, Michael, Leonard, John Joseph

“…In this paper we present Robust Incremental least-Squares Estimation (RISE), an incrementalized version of the Powell's Dog-Leg trust-region method suitable for use in online sparse least-squares minimization. …”
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Mitigating quantization effects on distributed sensor fusion : a least squares approach by Zhu, Shanying, Chen, Cailian, Xu, Jinming, Guan, Xinping, Xie, Lihua, Johansson, Karl Henrick

“…To tackle this challenging issue, we introduce the notion of virtual measurements and propose a distributed solution LS-DSFS, which is a combination of a quantized consensus algorithm and the least squares approach. We provide detailed analysis of the LS-DSFS on its performance in terms of unbiasedness and mean square property. …”
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At-least-potentially-non-contrastive transcendence in Tanner’s God and Creation in Christian Theology by Davison, A

Optimizing hybrid energy systems for remote communities in Asia’s least developed countries by Prum, Mengly, Goh, Hui Hwang, Zhang, Dongdong, Dai, Wei, Kurniawan, Tonni Agustiono, Goh, Kai Chen

“…In least-developed countries (LDCs), electricity shortages are the primary barrier to economic and social growth. …”
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Draft Standard for Biobrick Biological Parts by Knight, Tom

Subjects: “…BioBricks RFC part assembly standard…”
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Characterization of nickel-titanium based thin films crystallized by fast and ultra-fast annealing methods by Motemani Sharabiani, Yahya

“…Consequently, understanding the nature of the annealing process is critical for microstructural control and optimization of MEMS actuators. The first part of the study is concerned with describing and correlating the evolution of structural, surfacial and nano-scale mechanical properties of amorphous Ti-Ni-Cu thin films crystallized by rapid thermal annealing (RTA), where the treatment takes place under a protected atmosphere by electromagnetic irradiation with fast heating rate (< 100 oC/sec). …”
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Death do us part by Wong, Caleb Jing Yi, Ong, Jena Qian Ping, Ng, Yi Yang, Yeo, Yong Lun

“…Death Do Us Part is a 18 min 26 sec short film Final Year Project (FYP) produced by JUICY Films. …”
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Characterization of standard biological parts. by Cui, Luchao.

“…It is an emerging field that aims to construct large complex biological systems by using small distinct parts. Therefore, numerous parts and devices such as inverter or oscillator were constructed; however, these parts lack systematical characterization. …”
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One-Pass Learning via Bridging Orthogonal Gradient Descent and Recursive Least-Squares by Min, Youngjae

“…By doing so, we bridge two seemingly distinct algorithms in adaptive filtering and machine learning, namely the recursive least-squares (RLS) algorithm and orthogonal gradient descent (OGD). …”
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Fast Broadcast in Highly Connected Networks by Chandra, Shashwat, Chang, Yi-Jun, Dory, Michal, Ghaffari, Mohsen, Leitersdorf, Dean

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Fast prototyping of neural network application by Liu, Yingmin

“…To solve the problem of fast training and classification, hardware accelerator is proposed. …”
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