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JMLR
2010
130views more  JMLR 2010»
15 years 2 months ago
A Regularization Approach to Nonlinear Variable Selection
In this paper we consider a regularization approach to variable selection when the regression function depends nonlinearly on a few input variables. The proposed method is based o...
Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Ales...
CAV
2011
Springer
207views Hardware» more  CAV 2011»
14 years 11 months ago
Interactive Synthesis of Code Snippets
Abstract. We describe a tool that applies theorem proving technology to synthesize code fragments that use given library functions. To determine candidate code fragments, our appro...
Tihomir Gvero, Viktor Kuncak, Ruzica Piskac
CVPR
2005
IEEE
16 years 9 months ago
Eye Gaze Tracking under Natural Head Movements
Most available remote eye gaze trackers based on Pupil Center Corneal Reflection (PCCR) technique have two characteristics that prevent them from being widely used as an important...
Zhiwei Zhu, Qiang Ji
CVPR
2008
IEEE
16 years 9 months ago
Learning for stereo vision using the structured support vector machine
We present a random field based model for stereo vision with explicit occlusion labeling in a probabilistic framework. The model employs non-parametric cost functions that can be ...
Yunpeng Li, Daniel P. Huttenlocher
ICCV
2007
IEEE
16 years 9 months ago
Enabling Users to Guide the Design of Robust Model Fitting Algorithms
Model-based image interpretation extracts high-level information from images using a priori knowledge about the object of interest. The computational challenge in model fitting is...
Matthias Wimmer, Freek Stulp, Bernd Radig