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Št. zadetkov: 5
Pascal Challenge: Linear Support Vector Machines
Hsiang-Fu Yu
Video in druga učna gradiva
Oznake: computer science;machine learning;kernel methods;support vector machines
We participate in the linear SVM Track of the Pascal Large Scale Learning Challenge at ICML 2008. We consider the LIBLINEAR package, which can handle L1- and L2-loss linear SVMs. The L1-SVM solver implemented in LIBLINEAR employes a coordinate descent method to solve the dual problem. This method is ...
Leto: 2008 Vir: videolectures.net
Large Linear Classification When Data Cannot Fit In Memory
Hsiang-Fu Yu
Video in druga učna gradiva
Oznake: computer science;pattern recognition
Recent advances in linear classification have shown that for applications such as document classification, the training can be extremely efficient. However, most of the existing training methods are designed by assuming that data can be stored in the computer memory. These methods cannot be easily a ...
Leto: 2010 Vir: videolectures.net
A Unifying Framework of Anytime Sparse Gaussian Process Regression Models with Stochastic Variational Inference for Big Data
Bryan Kian Hsiang Low
Video in druga učna gradiva
Oznake: computer science;machine learning
This paper presents a novel unifying framework of anytime sparse Gaussian process regression (SGPR) models that can produce good predictive performance fast and improve their predictive performance over time. Our proposed unifying framework reverses the variational inference procedure to theoretical ...
Leto: 2015 Vir: videolectures.net
ǂThe ǂeffect of balance training on cognitive function in older adults with and without cognitive impairment
Myeongjin Bae, Peixuan Zheng, Katarina Puš, Chih-Hsiang Yang, Joe Verghese, Jeannette R. Mahoney
Pregledni znanstveni članek
Oznake: vadba ravnotežja;kognitivne funkcije;starejši odrasli;kognitivna oškodovanost;sistematični pregled;metaanaliza;balance training;cognitive function;older adults;cognitive impairment;systematic review;meta-analysis;
Background Exercise training has demonstrated benefits for cognitive function in older adults; however, most evidence is derived from aerobic or resistance exercises. Objectives To investigate the effect of balance training on cognitive function among older adults with and without cognitive impairme ...
Leto: 2026 Vir: Digitalni repozitorij raziskovalnih organizacij Slovenije
ǂThe ǂspanning laceability on the faulty bipartite hypercube-like networks
Cheng-Kuan Lin, Yuan-Hsiang Teng, Jimmy J. M. Tan, Lih-Hsing Hsu, Dragan Marušič
Izvirni znanstveni članek
Oznake: Hamiltonian;Hamiltonian laceable;Hypercube networks;Hypercube-like network;Spanning laceability;
The spanning laceability on the faulty bipartite hypercube-like networks
Leto: 2013 Vir: Univerza na Primorskem (UP)
Št. zadetkov: 5
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