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» On local intrinsic dimension estimation and its applications
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207
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COLT
1997
Springer
15 years 10 months ago
Algorithmic Stability and Sanity-Check Bounds for Leave-one-Out Cross-Validation
: In this paper we prove sanity-check bounds for the error of the leave-one-out cross-validation estimate of the generalization error: that is, bounds showing that the worst-case e...
Michael J. Kearns, Dana Ron
149
Voted
ICRA
2009
IEEE
106views Robotics» more  ICRA 2009»
16 years 22 days ago
Simultaneous local and global state estimation for robotic navigation
— Recent applications of robotics often demand two types of spatial awareness: 1) A fine-grained description of the robot’s immediate surroundings for obstacle avoidance and p...
David C. Moore, Albert S. Huang, Matthew Walter, E...
173
Voted
ICASSP
2008
IEEE
16 years 16 days ago
Robust correlation analysis with an application to functional MRI
Correlation is often used to measure the similarity between signals and is an important tool in signal and image processing. In some applications it is common that signals are cor...
Joakim Rydell, Magnus Borga, Hans Knutsson
142
Voted
DATE
2009
IEEE
101views Hardware» more  DATE 2009»
16 years 25 days ago
Static analysis to mitigate soft errors in register files
—With continuous technology scaling, soft errors are becoming an increasingly important design concern even for earth-bound applications. While compiler approaches have the poten...
Jongeun Lee, Aviral Shrivastava
138
Voted
ICC
2007
IEEE
101views Communications» more  ICC 2007»
16 years 12 days ago
Range-based Mobility Estimations in MANETs with Application to Link Availability Prediction
— The quality of communications in mobile ad-hoc networks is largely determined by the topological stability. Characterizing the mobility of mobile nodes (e.g. how often they mov...
Zhuoqun Li, Lingfen Sun, Emmanuel C. Ifeachor