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KDD
2007
ACM
132views Data Mining» more  KDD 2007»
16 years 6 months ago
A scalable modular convex solver for regularized risk minimization
A wide variety of machine learning problems can be described as minimizing a regularized risk functional, with different algorithms using different notions of risk and different r...
Choon Hui Teo, Alex J. Smola, S. V. N. Vishwanatha...
VLSID
2004
IEEE
107views VLSI» more  VLSID 2004»
16 years 6 months ago
Performance Analysis of Inter Cluster Communication Methods in VLIW Architecture
With increasing demands for high performance by embedded systems, especially by digital signal processing applications, embedded processors must increase available instruction lev...
Sourabh Saluja, Anshul Kumar
PPOPP
2010
ACM
16 years 3 months ago
Model-driven autotuning of sparse matrix-vector multiply on GPUs
We present a performance model-driven framework for automated performance tuning (autotuning) of sparse matrix-vector multiply (SpMV) on systems accelerated by graphics processing...
Jee W. Choi, Amik Singh, Richard W. Vuduc
150
Voted
ICCD
2002
IEEE
128views Hardware» more  ICCD 2002»
16 years 3 months ago
Subword Sorting with Versatile Permutation Instructions
Subword parallelism has succeeded in accelerating many multimedia applications. Subword permutation instructions have been proposed to efficiently rearrange subwords in or among r...
Zhijie Shi, Ruby B. Lee
ICCAD
2001
IEEE
91views Hardware» more  ICCAD 2001»
16 years 3 months ago
A System for Synthesizing Optimized FPGA Hardware from MATLAB
Efficient high level design tools that can map behavioral descriptions to FPGA architectures are one of the key requirements to fully leverage FPGA for high throughput computatio...
Malay Haldar, Anshuman Nayak, Alok N. Choudhary, P...
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