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83
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PR
2010
170views more  PR 2010»
14 years 8 months ago
Sparsity preserving projections with applications to face recognition
: Dimensionality reduction methods (DRs) have commonly been used as a principled way to understand the high-dimensional data such as face images. In this paper, we propose a new un...
Lishan Qiao, Songcan Chen, Xiaoyang Tan
JMLR
2012
13 years 2 days ago
Metric and Kernel Learning Using a Linear Transformation
Metric and kernel learning arise in several machine learning applications. However, most existing metric learning algorithms are limited to learning metrics over low-dimensional d...
Prateek Jain, Brian Kulis, Jason V. Davis, Inderji...
80
Voted
CAV
2001
Springer
80views Hardware» more  CAV 2001»
15 years 1 months ago
Transformation-Based Verification Using Generalized Retiming
In this paper we present the application of generalized retiming for temporal property checking. Retiming is a structural transformation that relocates registers in a circuit-based...
Andreas Kuehlmann, Jason Baumgartner
DAGSTUHL
2004
14 years 11 months ago
On the Complexity of Parabolic Initial Value Problems with Variable Drift
We study the intrinsic difficulty of solving linear parabolic initial value problems numerically at a single point. We present a worst case analysis for deterministic as well as fo...
Knut Petras, Klaus Ritter
79
Voted
IBERAMIA
2004
Springer
15 years 3 months ago
A Multi-robot Strategy for Rapidly Searching a Polygonal Environment
In this paper we address the problem of finding an object in a polygonal environment as quickly as possible on average, with a team of mobile robots that can sense the environment...
Alejandro Sarmiento, Rafael Murrieta-Cid, Seth Hut...