نتایج جستجو برای: bootstrapping

تعداد نتایج: 7280  

2003
Pradnya Karbhari Mostafa Ammar Amogh Dhamdhere Himanshu Raj George Riley Ellen Zegura

To join an unstructured peer-to-peer network like Gnutella, peers have to execute a bootstrapping function in which they discover other on-line peers and connect to them. Until this bootstrapping step is complete, a peer cannot participate in file sharing activities. Once bootstrapping is complete, a peer’s experience is strongly influenced by the choice of neighbor peers resulting from the boo...

2004
Pradnya Karbhari Mostafa H. Ammar Amogh Dhamdhere Himanshu Raj George F. Riley Ellen W. Zegura

To join an unstructured peer-to-peer network like Gnutella, peers have to execute a bootstrapping function in which they discover other on-line peers and connect to them. Until this bootstrapping step is complete, a peer cannot participate in file sharing activities. Once completed, a peer’s search and download experience is strongly influenced by the choice of neighbor peers resulting from the...

2012
Venkatraman Narayanan Ruta Desai Sanjiban Choudhury

In this work, we look at the problem of multi-class image classification in a semisupervised learning framework. Given a small set of labeled images, and a much larger set of unlabeled images, we propose a semi-supervised learning method that combines bootstrapping with sample evaluation, to continuously update the learned models for each class. Bootstrapping involves using self-labeled images ...

2004
Hang Li Cong Li

This article proposes a new method for word translation disambiguation, one that uses a machinelearning technique called bilingual bootstrapping. In learning to disambiguate words to be translated, bilingual bootstrapping makes use of a small amount of classified data and a large amount of unclassified data in both the source and the target languages. It repeatedly constructs classifiers in the...

Journal: :Journal of High Energy Physics 2020

Journal: :Journal of High Energy Physics 2018

Journal: :The Annals of Probability 2001

Journal: :Proceedings of the National Academy of Sciences 2019

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