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PRL
2011
14 years 7 months ago
Efficient approximate Regularized Least Squares by Toeplitz matrix
Machine Learning based on the Regularized Least Square (RLS) model requires one to solve a system of linear equations. Direct-solution methods exhibit predictable complexity and s...
Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino
97
Voted
CVPR
2012
IEEE
13 years 3 months ago
Multitarget data association with higher-order motion models
We present an iterative approximate solution to the multidimensional assignment problem under general cost functions. The method maintains a feasible solution at every step, and i...
Robert T. Collins
86
Voted
VISSOFT
2005
IEEE
15 years 6 months ago
Multi-level Method Understanding Using Microprints
Understanding classes and methods is a key activity in object-oriented programming, since classes represent the abstractions from which applications are built, while methods conta...
Stéphane Ducasse, Michele Lanza, Romain Rob...
91
Voted
IEEEPACT
1998
IEEE
15 years 5 months ago
Exploiting Method-Level Parallelism in Single-Threaded Java Programs
Method speculation of object-oriented programs attempts to exploit method-level parallelism (MLP) by executing sequential method invocations in parallel, while still maintaining c...
Michael K. Chen, Kunle Olukotun
KCAP
2009
ACM
15 years 7 months ago
Overview of a semantic disambiguation method for unstructured web contexts
In this paper we give an overview of a multiontology disambiguation method, targeted to discover the intended meaning of words in unstructured web contexts. It receives an ambiguo...
Jorge Gracia, Eduardo Mena