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190
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ALT
2000
Springer
16 years 4 months ago
On the Noise Model of Support Vector Machines Regression
Abstract. Support Vector Machines Regression (SVMR) is a learning technique where the goodness of fit is measured not by the usual quadratic loss function (the mean square error),...
Massimiliano Pontil, Sayan Mukherjee, Federico Gir...
183
Voted
ICCAD
2003
IEEE
141views Hardware» more  ICCAD 2003»
16 years 3 months ago
Passive Synthesis of Compact Frequency-Dependent Interconnect Models via Quadrature Spectral Rules
In this paper, we present a reduced order inodeling methodology, based on the utilization of optimal non-uniform grids generated by Gaussian spectral rules, for the direct passive...
Traianos Yioultsis, Anne Woo, Andreas C. Cangellar...
243
Voted
CVPR
2010
IEEE
1639views Computer Vision» more  CVPR 2010»
16 years 3 months ago
Multi-Target Tracking of Time-varying Spatial Patterns
Time-varying spatial patterns are common, but few computational tools exist for discovering and tracking multiple, sometimes overlapping, spatial structures of targets. We propose...
Jingchen Liu, Yanxi Liu
167
Voted
CHI
2010
ACM
16 years 1 months ago
Multitasking and monotasking: the effects of mental workload on deferred task interruptions
Recent research has found that forced interruptions at points of higher mental workload are more disruptive than at points of lower workload. This paper investigates a complementa...
Dario D. Salvucci, Peter Bogunovich
198
Voted
CC
2010
Springer
150views System Software» more  CC 2010»
16 years 1 months ago
Practical Extensions to the IFDS Algorithm
Abstract. This paper presents four extensions to the Interprocedural Finite Distributive Subset (IFDS) algorithm that make it applicable to a wider class of analysis problems. IFDS...
Nomair A. Naeem, Ondrej Lhoták, Jonathan Ro...
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