Results 21 to 30 of about 8,436,612 (364)
Predicting protein-ligand affinity with a random matrix framework. [PDF]
Proc Natl Acad Sci U S A, 2016 Lee AA, Brenner MP, Colwell LJ.
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Random Matrix Based Extended Target Tracking With Orientation: A New Model and Inference [PDF]
IEEE Transactions on Signal Processing, 2020 In this study, we propose a novel extended target tracking algorithm which is capable of representing the extent of dynamic objects as an ellipsoid with a time-varying orientation angle.
Barkin Tuncer, Emre Özkan
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Random Matrix Methods for Machine Learning
, 2022 This book presents a unified theory of random matrices for applications in machine learning, offering a large-dimensional data vision that exploits concentration and universality phenomena. This enables a precise understanding, and possible improvements,
Romain Couillet, Zhenyu Liao
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Randomized nonnegative matrix factorization [PDF]
Pattern Recognition Letters, 2018 This is an extended and revised version of the paper which appeared in ...
N. Benjamin Erichson +3 more
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Analysis of biclusters with applications to gene expression data [PDF]
Discrete Mathematics & Theoretical Computer Science, 2005 For a given matrix of size $n \times m$ over a finite alphabet $\mathcal{A}$, a bicluster is a submatrix composed of selected columns and rows satisfying a certain property.
Gahyun Park, Wojciech Szpankowski
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Bootstraps to strings: solving random matrix models with positivity [PDF]
Journal of High Energy Physics, 2020 A new approach to solving random matrix models directly in the large N limit is developed. First, a set of numerical values for some low-pt correlation functions is guessed.
Henry W. Lin
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$S$-constrained random matrices [PDF]
Discrete Mathematics & Theoretical Computer Science, 2006 Let $S$ be a set of $d$-dimensional row vectors with entries in a $q$-ary alphabet. A matrix $M$ with entries in the same $q$-ary alphabet is $S$-constrained if every set of $d$ columns of $M$ contains as a submatrix a copy of the vectors in $S$, up to ...
Sylvain Gravier, Bernard Ycart
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Towards long double-stranded chains and robust DNA-based data storage using the random code system
Frontiers in Genetics, 2023 DNA has become a popular choice for next-generation storage media due to its high storage density and stability. As the storage medium of life’s information, DNA has significant storage capacity and low-cost, low-power replication and transcription ...
Xu Yang +5 more
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A random matrix analysis of random Fourier features: beyond the Gaussian kernel, a precise phase transition, and the corresponding double descent [PDF]
Neural Information Processing Systems, 2020 This article characterizes the exact asymptotics of random Fourier feature (RFF) regression, in the realistic setting where the number of data samples n, their dimension p, and the dimension of feature space N are all large and comparable. In this regime,
Zhenyu Liao +2 more
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