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» Hyper-Systolic Matrix Multiplication
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CIARP
2007
Springer
14 years 1 months ago
Confusion Matrix Disagreement for Multiple Classifiers
We present a methodology to analyze Multiple Classifiers Systems (MCS) performance, using the disagreement concept. The goal is to define an alternative approach to the conventiona...
Cinthia Obladen de Almendra Freitas, João M...
CORR
2011
Springer
199views Education» more  CORR 2011»
13 years 2 months ago
Fast Sparse Matrix-Vector Multiplication on GPUs: Implications for Graph Mining
Scaling up the sparse matrix-vector multiplication kernel on modern Graphics Processing Units (GPU) has been at the heart of numerous studies in both academia and industry. In thi...
Xintian Yang, Srinivasan Parthasarathy, Ponnuswamy...
AAAI
2012
11 years 10 months ago
Learning the Kernel Matrix with Low-Rank Multiplicative Shaping
Selecting the optimal kernel is an important and difficult challenge in applying kernel methods to pattern recognition. To address this challenge, multiple kernel learning (MKL) ...
Tomer Levinboim, Fei Sha
ISSAC
2009
Springer
144views Mathematics» more  ISSAC 2009»
14 years 2 months ago
Memory efficient scheduling of Strassen-Winograd's matrix multiplication algorithm
Brice Boyer, Jean-Guillaume Dumas, Clément ...
PKDD
2009
Springer
114views Data Mining» more  PKDD 2009»
14 years 2 months ago
A Matrix Factorization Approach for Integrating Multiple Data Views
Derek Greene, Padraig Cunningham