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NIPS
2001
15 years 8 months ago
(Not) Bounding the True Error
We present a new approach to bounding the true error rate of a continuous valued classifier based upon PAC-Bayes bounds. The method first constructs a distribution over classifier...
John Langford, Rich Caruana
PDPTA
2004
15 years 8 months ago
Spores: A Push and Pull Peer-to-Peer File Sharing Approach
Spores is a push and pull peer-to-peer method of file sharing and storage, making use of publicly available space on the network. A user stores a file by pushing it to a set of pe...
Thomas E. Portegys
PST
2004
15 years 8 months ago
Secure Public Instant Messaging
We provide a survey on security features and threats to existing Instant Messaging (IM) networks and discuss how currently available systems fail to provide adequate security in l...
Mohammad Mannan, Paul C. van Oorschot
NIPS
1998
15 years 8 months ago
Learning a Continuous Hidden Variable Model for Binary Data
A directed generative model for binary data using a small number of hidden continuous units is investigated. A clipping nonlinearity distinguishes the model from conventional prin...
Daniel D. Lee, Haim Sompolinsky
152
Voted
NIPS
2000
15 years 8 months ago
Stability and Noise in Biochemical Switches
Many processes in biology, from the regulation of gene expression in bacteria to memory in the brain, involve switches constructed from networks of biochemical reactions. Crucial ...
William Bialek
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