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» Parallel matrix algorithms and applications
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ICMLA
2009
15 years 1 months ago
Transformation Learning Via Kernel Alignment
This article proposes an algorithm to automatically learn useful transformations of data to improve accuracy in supervised classification tasks. These transformations take the for...
Andrew Howard, Tony Jebara
TASLP
2010
141views more  TASLP 2010»
14 years 10 months ago
Adaptive Harmonic Spectral Decomposition for Multiple Pitch Estimation
Multiple pitch estimation consists of estimating the fundamental frequencies and saliences of pitched sounds over short time frames of an audio signal. This task forms the basis of...
Emmanuel Vincent, Nancy Bertin, Roland Badeau
ICCS
2009
Springer
15 years 10 months ago
Hiding Communication Latency with Non-SPMD, Graph-Based Execution
Reformulating an algorithm to mask communication delays is crucial in maintaining scalability, but traditional solutions embed the overlap strategy into the application. We present...
Jacob Sorensen, Scott B. Baden
FCCM
2007
IEEE
117views VLSI» more  FCCM 2007»
15 years 10 months ago
FPGA Acceleration of Gene Rearrangement Analysis
In this paper we present our work toward FPGA acceleration of phylogenetic reconstruction, a type of analysis that is commonly performed in the fields of systematic biology and co...
Jason D. Bakos
ISORC
2008
IEEE
15 years 10 months ago
Toward Effective Multi-Capacity Resource Allocation in Distributed Real-Time and Embedded Systems
Effective resource management for distributed real-time embedded (DRE) systems is hard due to their unique characteristics, including (1) constraints in multiple resources and (2)...
Nilabja Roy, John S. Kinnebrew, Nishanth Shankaran...