1897 search results - page 157 / 380 » Sparse Additive Machine |
107
Voted
NIPS
2007
15 years 2 months ago
2007
Many existing approaches to collaborative filtering can neither handle very large datasets nor easily deal with users who have very few ratings. In this paper we present the Prob...
107
Voted
NIPS
2000
15 years 2 months ago
2000
A new incremental learning algorithm is described which approximates the maximal margin hyperplane w.r.t. norm p 2 for a set of linearly separable data. Our algorithm, called alm...
152
Voted
BMEI
2009
IEEE
15 years 2 months ago
2009
IEEE
Cell enumeration in peripheral blood smears and cell are widely applied in biological and pathological practice. Not every area in the smear is appropriate for enumeration due to ...
118
Voted
JMLR
2006
15 years 1 months ago
2006
While classical kernel-based learning algorithms are based on a single kernel, in practice it is often desirable to use multiple kernels. Lanckriet et al. (2004) considered conic ...
103
Voted
ICAI
2009
14 years 11 months ago
2009
- We address the issues of improving the feature generation methods for the value-function approximation and the state space approximation. We focus the improvement of feature gene...