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» The optimal sequence compression
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ICPR
2008
IEEE
16 years 5 months ago
A new objective function for sequence labeling
We propose a new loss function for discriminative learning of Markov random fields, which is an intermediate loss function between the sequential loss and the pointwise loss. We s...
Hisashi Kashima, Yuta Tsuboi
NIPS
2003
15 years 5 months ago
Online Learning of Non-stationary Sequences
We consider an online learning scenario in which the learner can make predictions on the basis of a fixed set of experts. We derive upper and lower relative loss bounds for a cla...
Claire Monteleoni, Tommi Jaakkola
BMCBI
2006
116views more  BMCBI 2006»
15 years 4 months ago
A model-based approach to selection of tag SNPs
Background: Single Nucleotide Polymorphisms (SNPs) are the most common type of polymorphisms found in the human genome. Effective genetic association studies require the identific...
Pierre Nicolas, Fengzhu Sun, Lei M. Li
FPGA
2007
ACM
150views FPGA» more  FPGA 2007»
15 years 10 months ago
FPGA-friendly code compression for horizontal microcoded custom IPs
Shrinking time-to-market and high demand for productivity has driven traditional hardware designers to use design methodologies that start from high-level languages. However, meet...
Bita Gorjiara, Daniel Gajski
FCCM
2002
IEEE
126views VLSI» more  FCCM 2002»
15 years 9 months ago
Hyperspectral Image Compression on Reconfigurable Platforms
NASA’s satellites currently do not make use of advanced image compression techniques during data transmission to earth because of limitations in the available platforms. With th...
Thomas W. Fry, Scott Hauck