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PRL
2011
15 years 1 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
CORR
2011
Springer
157views Education» more  CORR 2011»
14 years 10 months ago
Large-Scale Convex Minimization with a Low-Rank Constraint
We address the problem of minimizing a convex function over the space of large matrices with low rank. While this optimization problem is hard in general, we propose an efficient...
Shai Shalev-Shwartz, Alon Gonen, Ohad Shamir
170
Voted
PDP
2009
IEEE
16 years 1 months ago
Two Formal Semantics of a Subset of the Paderborn University BSPlib
PUB (Paderborn University BSPLib) is a C library supporting the development of Bulk-Synchronous Parallel (BSP) algorithms. The BSP model allows an estimation of the execution time...
Frédéric Gava, Jean Fortin
DATE
2006
IEEE
117views Hardware» more  DATE 2006»
16 years 1 months ago
Formal verification of systemc designs using a petri-net based representation
This paper presents an effective approach to formally verify SystemC designs. The approach translates SystemC models into a Petri-Net based representation. The Petri-net model is ...
Daniel Karlsson, Petru Eles, Zebo Peng
FDL
2005
IEEE
16 years 19 days ago
Formal Evaluation of Quality of Service for Data Acquisition
In the field of real-time control applications, validation relies on a precise knowledge of the temporal characteristics of the used data such as delays and loss rates. These data...
Hedia B. Ben, F. Jumel, Jean-Philippe Babau