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SIGIR
2002
ACM
15 years 6 months ago
Risk minimization and language modeling in text retrieval dissertation abstract
tion Abstract ChengXiang Zhai (Advisor: John Lafferty) Language Technologies Institute School of Computer Science Carnegie Mellon University With the dramatic increase in online in...
ChengXiang Zhai
JGO
2010
117views more  JGO 2010»
15 years 4 months ago
Machine learning problems from optimization perspective
Both optimization and learning play important roles in a system for intelligent tasks. On one hand, we introduce three types of optimization tasks studied in the machine learning l...
Lei Xu
KBS
2010
106views more  KBS 2010»
15 years 4 months ago
A semantic backend for content management systems
The users of a content repository express the semantics they have in mind while defining the content items and their properties, and forming them into a particular hierarchy. How...
Gokce Laleci, Gunes Aluc, Asuman Dogac, A. Sinaci,...
PKDD
2010
Springer
212views Data Mining» more  PKDD 2010»
15 years 4 months ago
Cross Validation Framework to Choose amongst Models and Datasets for Transfer Learning
Abstract. One solution to the lack of label problem is to exploit transfer learning, whereby one acquires knowledge from source-domains to improve the learning performance in the t...
ErHeng Zhong, Wei Fan, Qiang Yang, Olivier Versche...
TPDS
2010
116views more  TPDS 2010»
15 years 4 months ago
FS2You: Peer-Assisted Semipersistent Online Hosting at a Large Scale
—It has been widely acknowledged that online file hosting systems within the “cloud” of the Internet have provided valuable services to end users who wish to share files of a...
Fangming Liu, Ye Sun, Bo Li, Baochun Li, Xinyan Zh...