Sciweavers

2711 search results - page 151 / 543
» Convergence of the Wake-Sleep Algorithm
Sort
View
ML
2007
ACM
130views Machine Learning» more  ML 2007»
15 years 3 months ago
A note on Platt's probabilistic outputs for support vector machines
Platt’s probabilistic outputs for Support Vector Machines (Platt, 2000) has been popular for applications that require posterior class probabilities. In this note, we propose an ...
Hsuan-Tien Lin, Chih-Jen Lin, Ruby C. Weng
SIAMJO
2010
92views more  SIAMJO 2010»
14 years 11 months ago
Inexact Proximal Point Methods for Variational Inequality Problems
We present a new family of proximal point methods for solving monotone variational inequalities. Our algorithm has a relative error tolerance criterion in solving the proximal subp...
Regina Sandra Burachik, Joydeep Dutta
CVPR
2007
IEEE
16 years 6 months ago
Variational Bayes Based Approach to Robust Subspace Learning
This paper presents a new algorithm for the problem of robust subspace learning (RSL), i.e., the estimation of linear subspace parameters from a set of data points in the presence...
Takayuki Okatani, Koichiro Deguchi
SAC
2009
ACM
15 years 11 months ago
A robust and tractable contact model for dynamic robotic simulation
Existing contact modeling in rigid body simulation is inadequate for robotics: no algorithms guarantee both convergence and nonpenetration at multiple contact points in the presen...
Evan Drumwright, Dylan A. Shell
132
Voted
ISCAS
2005
IEEE
114views Hardware» more  ISCAS 2005»
15 years 9 months ago
Structured stochastic optimization strategies for problems with ill-conditioned error surfaces
—This paper compares the performance of several structured optimization strategies in adaptive signal processing problems that are characterized by ill-conditioned error surfaces...
S. Pal, Dean J. Krusienski, W. Kenneth Jenkins