1149 search results - page 103 / 230 » Learning to Align: A Statistical Approach |
132
Voted
KDD
2006
ACM
16 years 4 months ago
2006
ACM
Motivated by the problem of customer wallet estimation, we propose a new setting for multi-view regression, where we learn a completely unobserved target (in our case, customer wa...
140
Voted
ACL
1998
15 years 5 months ago
1998
We present a connectionist architecture and demonstrate that it can learn syntactic parsing from a corpus of parsed text. The architecture can represent syntactic constituents, an...
137
Voted
TROB
2008
15 years 3 months ago
2008
We present a system for robust robot skill acquisition from kinesthetic demonstrations. This system allows a robot to learn a simple goal-directed gesture, and correctly reproduce...
130
Voted
ICANN
2007
Springer
15 years 9 months ago
2007
Springer
This paper proposes a novel approach for directly tuning the gaussian kernel matrix for one class learning. The popular gaussian kernel includes a free parameter, σ, that requires...
117
Voted
NIPS
2000
15 years 5 months ago
2000
We propose a general framework for performing independent component analysis (ICA) which relies on ensemble learning and linear response theory known from statistical physics. We ...