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IJCNN
2007
IEEE
16 years 1 months ago
Optimizing 0/1 Loss for Perceptrons by Random Coordinate Descent
—The 0/1 loss is an important cost function for perceptrons. Nevertheless it cannot be easily minimized by most existing perceptron learning algorithms. In this paper, we propose...
Ling Li, Hsuan-Tien Lin
IROS
2007
IEEE
101views Robotics» more  IROS 2007»
16 years 1 months ago
Optimizing image and camera trajectories in robot vision control using on-line boosting
— In this paper, we present a novel boosted robot vision control algorithm. The method utilizes on-line boosting to produce a strong vision-based robot control starting from two ...
A. H. Abdul Hafez, Enric Cervera, C. V. Jawahar
ECML
2007
Springer
16 years 1 months ago
Discriminative Sequence Labeling by Z-Score Optimization
Abstract. We consider a new discriminative learning approach to sequence labeling based on the statistical concept of the Z-score. Given a training set of pairs of hidden-observed ...
Elisa Ricci, Tijl De Bie, Nello Cristianini
TRIDENTCOM
2006
IEEE
16 years 25 days ago
A reliable optimization on distributed mutual exclusion algorithm
– This paper presents a reliable decentralized mutual exclusion algorithm for distributed systems in which processes communicate by asynchronous message passing. When any failure...
Moharram Challenger, Peyman Bayat, Mohammad Reza M...
FCCM
2005
IEEE
93views VLSI» more  FCCM 2005»
16 years 13 days ago
Register File Architecture Optimization in a Coarse-Grained Reconfigurable Architecture
This paper investigates the impact of the local and global register file architecture on a reconfigurable system based on the ADRES architecture [3]. The register files consume a s...
Zion Kwok, Steven J. E. Wilton