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» Introduction to Randomized Algorithms
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113
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FOCS
2009
IEEE
15 years 9 days ago
Learning and Smoothed Analysis
We give a new model of learning motivated by smoothed analysis (Spielman and Teng, 2001). In this model, we analyze two new algorithms, for PAC-learning DNFs and agnostically learn...
Adam Tauman Kalai, Alex Samorodnitsky, Shang-Hua T...
121
Voted
GLOBECOM
2009
IEEE
15 years 9 days ago
Time-Critical Data Dissemination in Cooperative Peer-to-Peer Systems
How to rapidly disseminate a large-sized file to many recipients is a fundamental problem in many applications, such as updating software patches and distributing large scientific ...
Chi-Jen Wu, Cheng-Ying Li, Kai-Hsiang Yang, Jan-Mi...
114
Voted
ICASSP
2009
IEEE
15 years 8 days ago
Fast belief propagation process element for high-quality stereo estimation
Belief propagation is a popular global optimization technique for many computer vision problems. However, it requires extensive computation due to the iterative message passing op...
Chao-Chung Cheng, Chia-Kai Liang, Yen-Chieh Lai, H...
142
Voted
ICDM
2009
IEEE
183views Data Mining» more  ICDM 2009»
15 years 8 days ago
Multirelational Topic Models
In this paper we propose the multirelational topic model (MRTM) for multiple types of link modeling such as citation and coauthor links in document networks. In the citation networ...
Jia Zeng, William K. Cheung, Chun-hung Li, Jiming ...
ICIW
2009
IEEE
15 years 8 days ago
Utilizing RSS Feeds for Crawling the Web
We present "advaRSS" crawling mechanism which is created in order to support peRSSonal, a mechanism used to create personalized RSS feeds. In contrast to the common crawl...
George Adam, Christos Bouras, Vassilis Poulopoulos