2615 search results - page 422 / 523 » Predictive Hebbian Learning |
140
click to vote
ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
While discriminative training (e.g., CRF, structural SVM) holds much promise for machine translation, image segmentation, and clustering, the complex inference these applications ...
149
click to vote
ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
Low-rank matrix approximation methods provide one of the simplest and most effective approaches to collaborative filtering. Such models are usually fitted to data by finding a MAP...
139
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
String kernels which compare the set of all common substrings between two given strings have recently been proposed by Vishwanathan & Smola (2004). Surprisingly, these kernels...
100
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
Some models of textual corpora employ text generation methods involving n-gram statistics, while others use latent topic variables inferred using the "bag-of-words" assu...
69
Voted
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
We propose a new kernel function for attributed molecular graphs, which is based on the idea of computing an optimal assignment from the atoms of one molecule to those of another ...