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» Robustness and Generalization
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90
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DSN
2002
IEEE
15 years 6 months ago
Robust Software - No More Excuses
Software developers identify two main reasons why software systems are not made robust: performance and practicality. This work demonstrates the effectiveness of general technique...
John DeVale, Philip Koopman
PR
2007
88views more  PR 2007»
15 years 1 months ago
Robust kernel Isomap
Isomap is one of widely-used low-dimensional embedding methods, where geodesic distances on a weighted graph are incorporated with the classical scaling (metric multidimensional s...
Heeyoul Choi, Seungjin Choi
MMSEC
2005
ACM
113views Multimedia» more  MMSEC 2005»
15 years 7 months ago
A secure biometric authentication scheme based on robust hashing
In this paper, we propose a secure biometric based authentication scheme which fundamentally relies on the use of a robust hash function. The robust hash function is a one-way tra...
Yagiz Sutcu, Husrev T. Sencar, Nasir D. Memon
130
Voted
JMLR
2006
140views more  JMLR 2006»
15 years 1 months ago
Active Learning in Approximately Linear Regression Based on Conditional Expectation of Generalization Error
The goal of active learning is to determine the locations of training input points so that the generalization error is minimized. We discuss the problem of active learning in line...
Masashi Sugiyama
169
Voted
CVPR
2009
IEEE
16 years 9 months ago
Learning General Optical Flow Subspaces for Egomotion Estimation and Detection of Motion Anomalies
This paper deals with estimation of dense optical flow and ego-motion in a generalized imaging system by exploiting probabilistic linear subspace constraints on the flow. We dea...
Richard Roberts (Georgia Institute of Technology),...