1118 search results - page 33 / 224 » Convex Optimization |
122
click to vote
NIPS
2007
15 years 5 months ago
2007
Incorporating invariances into a learning algorithm is a common problem in machine learning. We provide a convex formulation which can deal with arbitrary loss functions and arbit...
128
click to vote
ICRA
2002
IEEE
15 years 9 months ago
2002
IEEE
Abstract— We present an incremental algorithm to estimate the penetration depth between convex polytopes in 3D. The algorithm incrementally seeks a “locally optimal solution”...
146
click to vote
CDC
2009
IEEE
15 years 9 months ago
2009
IEEE
— We propose a new family of classification algorithms in the spirit of support vector machines, that builds in non-conservative protection to noise and controls overfitting. O...
128
click to vote
CVPR
2008
IEEE
16 years 6 months ago
2008
IEEE
Constrained local models (CLMs) have recently demonstrated good performance in non-rigid object alignment/tracking in comparison to leading holistic approaches (e.g., AAMs). A maj...
143
click to vote
CCE
2004
15 years 4 months ago
2004
Significant advances have been made in the last two decades for the effective solution of mixed integer non-linear programming (MINLP) problems, mainly by exploiting the special s...