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COLT
2004
Springer
13 years 8 months ago
A New PAC Bound for Intersection-Closed Concept Classes
For hyper-rectangles in Rd Auer et al. [1] proved a PAC bound of O 1 (d + log 1 ) , where and are the accuracy and confidence parameters. It is still an open question whether one...
Peter Auer, Ronald Ortner
COLT
2004
Springer
13 years 10 months ago
Concentration Bounds for Unigrams Language Model
Abstract. We show several PAC-style concentration bounds for learning unigrams language model. One interesting quantity is the probability of all words appearing exactly k times in...
Evgeny Drukh, Yishay Mansour
ESOP
2004
Springer
13 years 10 months ago
Linear Types for Packet Processing
Abstract. We present PacLang: an imperative, concurrent, linearlytyped language designed for expressing packet processing applications. PacLang’s linear type system ensures that ...
Robert Ennals, Richard Sharp, Alan Mycroft
PACS
2004
Springer
166views Hardware» more  PACS 2004»
13 years 10 months ago
Context-Independent Codes for Off-Chip Interconnects
Abstract. This paper introduces the concept of context-independent coding using frequency-based mapping schemes in order to reduce off-chip interconnect power consumption. State-of...
Kartik Mohanram, Scott Rixner
FLAIRS
2004
13 years 6 months ago
Multimodal Function Optimization Using Local Ruggedness Information
In multimodal function optimization, niching techniques create diversification within the population, thus encouraging heterogeneous convergence. The key to the effective diversif...
Jian Zhang 0007, Xiaohui Yuan, Bill P. Buckles