Výsledky vyhledávání - "randomized sampling algorithm"

A Provably Accurate Randomized Sampling Algorithm for Logistic Regression Autor Chowdhury, Agniva, Ramuhalli, Pradeep

“…In statistics and machine learning, logistic regression is a widely-used supervised learning technique primarily employed for binary classification tasks. When…”
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Estimation With Fast Feature Selection in Robot Visual Navigation Autor Mousavi, Hossein K., Motee, Nader

“… We propose a scalable randomized sampling algorithm to select more informative features to obtain a certain estimation quality…”
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Rapid Maneuvering Control of Pectoral Fin-Actuated Robotic Fish Autor Castano, Maria L., Tan, Xiaobo

“…The virtues of being maneuverable, efficient, and lifelike have made robotic fish an appealing choice in a wide range of applications. Their agile locomotion…”
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Estimation with Fast Landmark Selection in Robot Visual Navigation Autor Mousavi, Hossein K, Nader Motee

“… A scalable randomized sampling algorithm is proposed to select more informative features (and ignore the rest) to achieve a superior position estimation quality…”
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Beyond Chance-Constrained Convex Mixed-Integer Optimization: A Generalized Calafiore-Campi Algorithm and the notion of \(S\)-optimization Autor De Loera, J A, La Haye, R N, Oliveros, D, Roldán-Pensado, E

“…The scenario approach developed by Calafiore and Campi to attack chance-constrained convex programs utilizes random sampling on the uncertainty parameter to…”
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An efficient multi-core implementation of a novel HSS-structured multifrontal solver using randomized sampling Autor Ghysels, Pieter, Li, Xiaoye S, Francois-Henry Rouet, Williams, Samuel, Napov, Artem

“… For HSS matrix construction, a randomized sampling algorithm is used together with interpolative decompositions…”
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Fast extraction of surface primitives from range images Autor Garcia, M.A., Basanez, L.

“… The proposed technique does not directly segment the range image but a triangular approximation of it obtained through a fast adaptive randomized sampling algorithm…”
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An Adaptive Sampling Algorithm for the Top- K Group Betweenness Centrality Autor Xu, Wenzheng, Mao, Honglin, Shao, Heng, Liang, Weifa, Peng, Jian, Huang, Wen, Xu, Zichuan, Zhou, Pan, Yu, Jeffrey Xu

“… Existing studies proposed randomized sampling algorithms for the problem. We notice that the existing studies ensured that, the maximum deviation of the estimated…”
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Parallel randomized sampling for support vector machine (SVM) and support vector regression (SVR) Autor Lu, Yumao, Roychowdhury, Vwani

“…A parallel randomized support vector machine (PRSVM) and a parallel randomized support vector regression (PRSVR) algorithm based on a randomized sampling…”
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Learning From Interactions via Online Decision-Making and Network Science Autor Kumar, Raunak

“…Interactions between a learner and an environment arise in a variety of domains, ranging from online recommendations (e.g., Spotify) to control of physical…”
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In Silico Analysis of Microbial Communities Through Constraint-Based Metabolic Modelling: Investigation of the human gut microbiota and bacterial consortia in food fermentation Autor Babaei, Parizad

“…Microbial communities are involved in many vital biological processes from elemental cycles to sustaining human health. The bacterial assemblages are…”
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Approximation of Positive Semidefinite Matrices Using the Nyström Method Autor Arcolano, Nicholas Francis

“…Positive semidefinite matrices arise in a variety of fields, including statistics, signal processing, and machine learning. Unfortunately, when these matrices…”
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