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Homogenisation and approximation of solutions to multiscale problem
Published 2023“…Finally, we end our research by exploring the Maxwell Approximation. With these, we were able to gather information about the global behaviour of the heterogeneous medium by considering the effective homogenised medium.…”
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Final Year Project (FYP) -
2
Separating quantum communication and approximate rank
Published 2018“…One of the best lower bound methods for the quantum communication complexity of a function H (with or without shared entanglement) is the logarithm of the approximate rank of the communication matrix of H. This measure is essentially equivalent to the approximate gamma-2 norm and generalized discrepancy, and subsumes several other lower bounds. …”
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Journal Article -
3
Rational approximation of holomorphic semigroups revisited
Published 2025“…<p>Using a recently developed <em>H</em>-calculus we propose a unified approach to the study of rational approximations of holomorphic semigroups on Banach spaces. …”
Journal article -
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Approximation of an inverse of the incomplete beta function
Published 2024“…Following the methodology previously developed for the inverse Poisson cumulative distribution function (Giles, 2016)., new approximations for the inverse of the incomplete beta function are derived in order to develop efficient evaluations of the inverse binomial cumulative distribution function.…”
Conference item -
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Accurate and Fast Approximate Graph Mining at Scale
Published 2024“…Approximate graph pattern mining (A-GPM) is an important data analysis tool for numerous graph-based applications. …”
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Thesis -
7
Hardness of Approximate Diameter: Now for Undirected Graphs
Published 2024“…Approximating the graph diameter is a basic task of both theoretical and practical interest. …”
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Article -
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VLSI implementation of an inference processor for approximate reasoning
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Thesis -
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Sparse kernel approximations for efficient classification and detection
Published 2012Conference item -
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On a Chen–Fliess approximation for diffusion functionals
Published 2014“…This allows to revisit and generalize the classic stochastic Taylor expansion to arrive at a Chen–Fliess approximation for smooth, path dependent functionals of SDEs with a corresponding L2 -error estimate.…”
Journal article -
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Approximate orthogonality of permutation operators, with application to quantum information
Published 2023“…Previous work had shown pairwise approximate orthogonality of these matrices, but here we show a more collective statement, quantified in terms of the operator norm distance of the Gram matrix to the identity matrix. …”
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Article -
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Shape simplification through polygonal approximation in the fourier domain
Published 2015“…We also analyze, in the Fourier domain, shape approximation using interpolators. Our results show that polygonal approximation, with its potential benefits for efficient analysis of shape, is achievable in the Fourier descriptor domain.…”
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Conference Paper -
13
Improving neural networks for pattern recognition and function approximation
Published 2008“…This thesis studies various issues related to artificial neural networks for pattern recognition and function approximation with the aim to enhance its capability and to improve its performance. …”
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Thesis -
14
Sparse low-rank matrix approximation for data compression
Published 2018“…Low-rank matrix approximation (LRMA) is a powerful technique for signal processing and pattern analysis. …”
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Journal Article -
15
Universal in-context approximation by prompting fully recurrent models
Published 2025“…Therefore, it is crucial to understand whether a pretrained model can be prompted to approximate any function, i.e., whether it is a universal in-context approximator. …”
Conference item -
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Constructing Convex Inner Approximations of Steady-State Security Regions
Published 2024“…The shape of the polytope is adapted to find the largest approximation of the steady-state security region. While the corresponding optimization problem is nonlinear and non-convex, every feasible solution found by local search defines a valid inner approximation. …”
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Article -
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Approximating weighted completion time via stronger negative correlation
Published 2024“…The first (3/2−𝑐) –approximation algorithm for this problem, for some constant 𝑐>0 , was obtained in the work of Bansal et al. …”
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Article -
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A Universal Approximation for Conductance Blockade in Thin Nanopore Membranes
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Article -
19
Queue time approximation for a production line with large variability
Published 2017“…Many approaches have been used to approximate the exact mean queue time in a tandem queue and this article will be focusing on one of the approximation approach by Wu and McGinnis (2012). …”
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Final Year Project (FYP) -
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The successive approximation register (SAR) analog to digital converter (ADC)
Published 2019“…In this project, a Successive Approximation register (SAR) Analog-to-Digital Converter (ADC) is designed to encode a continuous-time analog input signal ranging from 0-1V into 6-10 bit discrete digital words, where ‘0’ is represented by 0v and ‘1’ is represented by 1.8v supply voltage level. …”
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Final Year Project (FYP)