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WSDM
2012
ACM
259views Data Mining» more  WSDM 2012»
12 years 6 months ago
Learning recommender systems with adaptive regularization
Many factorization models like matrix or tensor factorization have been proposed for the important application of recommender systems. The success of such factorization models dep...
Steffen Rendle
PLDI
2012
ACM
12 years 1 months ago
Effective parallelization of loops in the presence of I/O operations
Software-based thread-level parallelization has been widely studied for exploiting data parallelism in purely computational loops to improve program performance on multiprocessors...
Min Feng, Rajiv Gupta, Iulian Neamtiu
CRYPTO
2012
Springer
277views Cryptology» more  CRYPTO 2012»
12 years 1 months ago
Multiparty Computation from Somewhat Homomorphic Encryption
We propose a general multiparty computation protocol secure against an active adversary corrupting up to n−1 of the n players. The protocol may be used to compute securely arithm...
Ivan Damgård, Valerio Pastro, Nigel P. Smart...
KDD
2012
ACM
212views Data Mining» more  KDD 2012»
12 years 1 months ago
Harnessing the wisdom of the crowds for accurate web page clipping
Clipping Web pages, namely extracting the informative clips (areas) from Web pages, has many applications, such as Web printing and e-reading on small handheld devices. Although m...
Lei Zhang, Linpeng Tang, Ping Luo, Enhong Chen, Li...
TON
2012
12 years 1 months ago
Scalable Lookahead Regular Expression Detection System for Deep Packet Inspection
—Regular expressions (RegExes) are widely used, yet their inherent complexity often limits the total number of RegExes that can be detected using a single chip for a reasonable t...
Masanori Bando, N. Sertac Artan, H. Jonathan Chao