1149 search results - page 172 / 230 » Learning to Align: A Statistical Approach |
157
Voted
ILP
1999
Springer
15 years 8 months ago
1999
Springer
Most real-world data is heterogeneous and richly interconnected. Examples include the Web, hypertext, bibliometric data and social networks. In contrast, most statistical learning...
158
Voted
ECCV
2010
Springer
15 years 5 months ago
2010
Springer
Abstract. The Fisher kernel (FK) is a generic framework which combines the benefits of generative and discriminative approaches. In the context of image classification the FK was s...
146
Voted
CIKM
2008
Springer
15 years 5 months ago
2008
Springer
Statistical machine learning techniques for data classification usually assume that all entities are i.i.d. (independent and identically distributed). However, real-world entities...
124
Voted
NIPS
2001
15 years 5 months ago
2001
Statistical learning and probabilistic inference techniques are used to infer the hand position of a subject from multi-electrode recordings of neural activity in motor cortex. Fi...
133
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We present a new algorithm for minimizing a convex loss-function subject to regularization. Our framework applies to numerous problems in machine learning and statistics; notably,...