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Least squares and the not-Normal Equations
Published 2025“…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. …”
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Production design : the recent past
Published 2016“…The Recent Past is an experimental short film exploring the impermanence of life, and follows the protagonist’s resistance and enlightenment of this concept as she grows. …”
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Final Year Project (FYP) -
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India looks East : rationale of India's engagement with South East Asia.
Published 2008“…Address the rationale that actually influenced India to look east, focusing Southeast Asia. The end of the Cold War, the globalization of national economies, the rising China and India's historical yearning to be a Great Power in the International arena are all key factors.…”
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Thesis -
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Distributed Singular Value Decomposition Through Least Squares
Published 2024“…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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Thesis -
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The Singapore bicentennial : the benefits and burdens of the past
Published 2020“…Using David Lowenthal’s notion of the benefits and burdens of the past, this thesis argues that the burdens of Singapore’s past are mitigated by the longue durée approach while the benefits of its past are undermined by societal responses which led to the extending of Singapore historical narrative to encompass Singapore’s 700-year history.…”
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Final Year Project (FYP) -
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Numerical study on flow past submersibles
Published 2024“…The focus of this report is to conduct numerical simulations on flow past submersibles, the Typhoon Class Submarine to understand better understand their wake structures and behaviour. …”
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Final Year Project (FYP) -
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Organ Printing: Past, Present and Future
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Conference Paper -
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FAST: An Optimization Framework for Fast Additive Segmentation in Transparent ML
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Article -
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“The Past We Step Into and How We Repair It”
Published 2024“…Takeaway for practice Reparative planning must involve at a minimum at least three dimensions: public recognition, material redistribution, and social and spatial transformation. …”
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Article -
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Protein-protein interactions: past, present and future.
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Final Year Project (FYP) -
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Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction
Published 2013“…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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Journal Article -
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Production sequence generation and tolerance allocation for least production cost optimization
Published 2009“…This thesis presents an approach that is capable of determining the optimal production sequence and its optimal process tolerances to achieve the least production costs.…”
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Thesis -
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Is East Asia decoupled from the US?
Published 2011“…Since the Asian Financial Crisis, there have been a lot of restructurings and reforms implemented in the East Asian countries. Thanks to all those changes, East Asia is now more dynamic and resilient than ever. …”
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Final Year Project (FYP) -
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A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) /
Published [202Subjects: “…Least squares…”
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No One Wants To Be A Parasitologist: The Shrinking Field of America's Least Favorite Animals
Published 2024“…At the same time parasite biodiversity faces shrinkage, the field of parasitology reckons with its own crisis: membership in the American Society of Parasitologists has declined by 76% in the past 50 years, and many of the world’s most important parasitologists are elderly or dead. …”
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Thesis