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ML
2010
ACM
138views Machine Learning» more  ML 2010»
13 years 2 months ago
Mining adversarial patterns via regularized loss minimization
Traditional classification methods assume that the training and the test data arise from the same underlying distribution. However, in several adversarial settings, the test set is...
Wei Liu, Sanjay Chawla
SIAMCOMP
2010
172views more  SIAMCOMP 2010»
13 years 2 months ago
More Algorithms for All-Pairs Shortest Paths in Weighted Graphs
In the first part of the paper, we reexamine the all-pairs shortest paths (APSP) problem and present a new algorithm with running time O(n3 log3 log n/ log2 n), which improves all...
Timothy M. Chan
TCAD
2010
90views more  TCAD 2010»
13 years 2 months ago
Fast, Nearly Optimal ISE Identification With I/O Serialization Through Maximal Clique Enumeration
The last decade has witnessed the emergence of the application-specific instruction-set processor (ASIP) as a viable platform for embedded systems. Extensible ASIPs allow the user ...
Ajay K. Verma, Philip Brisk, Paolo Ienne
TII
2010
146views Education» more  TII 2010»
13 years 2 months ago
A Flexible Design Flow for Software IP Binding in FPGA
Software intellectual property (SWIP) is a critical component of increasingly complex field programmable gate arrays (FPGA)-based system-on-chip (SOC) designs. As a result, develop...
Michael A. Gora, Abhranil Maiti, Patrick Schaumont
FCCM
2011
IEEE
331views VLSI» more  FCCM 2011»
12 years 11 months ago
Synthesis of Platform Architectures from OpenCL Programs
—The problem of automatically generating hardware modules from a high level representation of an application has been at the research forefront in the last few years. In this pap...
Muhsen Owaida, Nikolaos Bellas, Konstantis Dalouka...