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PAMI
2010
132views more  PAMI 2010»
15 years 3 months ago
Maximum Likelihood Model Selection for 1-Norm Soft Margin SVMs with Multiple Parameters
—Adapting the hyperparameters of support vector machines (SVMs) is a challenging model selection problem, especially when flexible kernels are to be adapted and data are scarce....
Tobias Glasmachers, Christian Igel
162
Voted
SPEECH
2010
210views more  SPEECH 2010»
15 years 3 months ago
An overview of text-independent speaker recognition: From features to supervectors
This paper gives an overview of automatic speaker recognition technology, with an emphasis on text-independent recognition. Speaker recognition has been studied actively for sever...
Tomi Kinnunen, Haizhou Li
CAV
2010
Springer
227views Hardware» more  CAV 2010»
15 years 3 months ago
Breach, A Toolbox for Verification and Parameter Synthesis of Hybrid Systems
We describe Breach, a Matlab toolbox providing a coherent set of simulation-based techniques aimed at the analysis of deterministic models of hybrid dynamical systems. The primary ...
Alexandre Donzé
GAMESEC
2010
139views Game Theory» more  GAMESEC 2010»
15 years 3 months ago
Design of Network Topology in an Adversarial Environment
We study the strategic interaction between a network manager whose goal is to choose (as communication infrastructure) a spanning tree of a network given as an undirected graph, an...
Assane Gueye, Jean C. Walrand, Venkat Anantharam
ICIP
2010
IEEE
15 years 2 months ago
View synthesis based on Conditional Random Fields and graph cuts
We propose a novel method to synthesize intermediate views from two stereo images and disparity maps that is robust to errors in disparity map. The proposed method computes a plac...
Lam C. Tran, Christopher J. Pal, Truong Q. Nguyen