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87
Voted
ICPR
2006
IEEE
16 years 1 months ago
Change detection in streetscapes from GPS coordinated omni-directional image sequences
As part of ITS technology, to achieve quick map updates, we propose a method for automatically detecting changes in streetscapes from images captured by car-mounted omnidirectiona...
Hiroshi Murase, Ichiro Ide, Junji Sato, Tomokazu T...
89
Voted
DAC
2004
ACM
16 years 1 months ago
Modular scheduling of guarded atomic actions
A modular synthesis flow is essential for a scalable and hierarchical design methodology. This paper considers a particular modular flow where each module has interface methods an...
Daniel L. Rosenband, Arvind
81
Voted
DAC
2005
ACM
16 years 1 months ago
Scalable trajectory methods for on-demand analog macromodel extraction
Trajectory methods sample the state trajectory of a circuit as it simulates in the time domain, and build macromodels by reducing and interpolating among the linearizations create...
Saurabh K. Tiwary, Rob A. Rutenbar
ICML
2009
IEEE
16 years 1 months ago
A majorization-minimization algorithm for (multiple) hyperparameter learning
We present a general Bayesian framework for hyperparameter tuning in L2-regularized supervised learning models. Paradoxically, our algorithm works by first analytically integratin...
Chuan-Sheng Foo, Chuong B. Do, Andrew Y. Ng
ICML
2006
IEEE
16 years 1 months ago
Convex optimization techniques for fitting sparse Gaussian graphical models
We consider the problem of fitting a large-scale covariance matrix to multivariate Gaussian data in such a way that the inverse is sparse, thus providing model selection. Beginnin...
Onureena Banerjee, Laurent El Ghaoui, Alexandre d'...