2168 search results - page 208 / 434 » IT Predictions for 2008 |
98
Voted
NIPS
2008
15 years 2 months ago
2008
Large-margin structured estimation methods minimize a convex upper bound of loss functions. While they allow for efficient optimization algorithms, these convex formulations are n...
82
Voted
NIPS
2008
15 years 2 months ago
2008
Psychophysical experiments show that humans are better at perceiving rotation and expansion than translation. These findings are inconsistent with standard models of motion integr...
107
Voted
NIPS
2008
15 years 2 months ago
2008
We analyse matching pursuit for kernel principal components analysis (KPCA) by proving that the sparse subspace it produces is a sample compression scheme. We show that this bound...
92
Voted
NIPS
2008
15 years 2 months ago
2008
We present a novel mathematical formalism for the idea of a "local model" of an uncontrolled dynamical system, a model that makes only certain predictions in only certai...
103
Voted
NIPS
2008
15 years 2 months ago
2008
We propose a novel hierarchical, nonlinear model that predicts brain activity in area V1 evoked by natural images. In the study reported here brain activity was measured by means ...