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JMLR
2006
106views more  JMLR 2006»
13 years 8 months ago
Stability Properties of Empirical Risk Minimization over Donsker Classes
We study some stability properties of algorithms which minimize (or almost-minimize) empirical error over Donsker classes of functions. We show that, as the number n of samples gr...
Andrea Caponnetto, Alexander Rakhlin
IJIPT
2007
91views more  IJIPT 2007»
13 years 8 months ago
Multi-tag RFID systems
: Successful object identification is the primary objective of radio frequency identification (RFID) technology. Yet, a recent major study by Wal-Mart has shown that object detec...
Leonid Bolotnyy, Gabriel Robins
IJNSEC
2007
194views more  IJNSEC 2007»
13 years 8 months ago
Covert Channel Forensics on the Internet: Issues, Approaches, and Experiences
The exponential growth of the Internet (WWW in particular) has opened-up several avenues for covert channel communication. Steganographic communication is one such avenue. Hiding ...
Ashish Patel, M. Shah, Rajarathnam Chandramouli, K...
TALG
2008
124views more  TALG 2008»
13 years 8 months ago
Uniform deterministic dictionaries
Abstract. We present a new analysis of the well-known family of multiplicative hash functions, and improved deterministic algorithms for selecting "good" hash functions. ...
Milan Ruzic
IPM
2007
99views more  IPM 2007»
13 years 8 months ago
Percent perfect performance (PPP)
An information retrieval performance measure that is interpreted as the percent of perfect performance (PPP) can be used to study the effects of the inclusion of specific documen...
Robert M. Losee