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» Computational Semantics with Functional Programming
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126
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COLT
1999
Springer
15 years 7 months ago
Regret Bounds for Prediction Problems
We present a unified framework for reasoning about worst-case regret bounds for learning algorithms. This framework is based on the theory of duality of convex functions. It brin...
Geoffrey J. Gordon
139
Voted
BMCBI
2002
126views more  BMCBI 2002»
15 years 2 months ago
RIO: Analyzing proteomes by automated phylogenomics using resampled inference of orthologs
Background: When analyzing protein sequences using sequence similarity searches, orthologous sequences (that diverged by speciation) are more reliable predictors of a new protein&...
Christian M. Zmasek, Sean R. Eddy
MM
2006
ACM
189views Multimedia» more  MM 2006»
15 years 8 months ago
Real-time computerized annotation of pictures
Automated annotation of digital pictures has been a highly challenging problem for computer scientists since the invention of computers. The capability of annotating pictures by c...
Jia Li, James Ze Wang
132
Voted
DAC
2005
ACM
15 years 4 months ago
Hybrid simulation for embedded software energy estimation
Software energy estimation is a critical step in the design of energyefficient embedded systems. Instruction-level simulation techniques, despite several advances, remain too slo...
Anish Muttreja, Anand Raghunathan, Srivaths Ravi, ...
PLDI
2010
ACM
15 years 7 months ago
A GPGPU compiler for memory optimization and parallelism management
This paper presents a novel optimizing compiler for general purpose computation on graphics processing units (GPGPU). It addresses two major challenges of developing high performa...
Yi Yang, Ping Xiang, Jingfei Kong, Huiyang Zhou