348 search results - page 26 / 70 » Learning Determinantal Point Processes |
106
Voted
CVPR
2007
IEEE
16 years 4 months ago
2007
IEEE
A framework for the regularized estimation of nonuniform dimensionality and density in high dimensional data is introduced in this work. This leads to learning stratifications, th...
100
Voted
ICDM
2008
IEEE
15 years 9 months ago
2008
IEEE
We present a classification algorithm built on our adaptation of the Generalized Lotka-Volterra model, well-known in mathematical ecology. The training algorithm itself consists ...
143
Voted
CIBCB
2006
IEEE
15 years 8 months ago
2006
IEEE
– The visualization of support vector machines in realistic settings is a difficult problem due to the high dimensionality of the typical datasets involved. However, such visuali...
110
Voted
NIPS
2007
15 years 4 months ago
2007
Rare category detection is an open challenge for active learning, especially in the de-novo case (no labeled examples), but of significant practical importance for data mining - ...
106
Voted
AUTOMATICA
2007
15 years 2 months ago
2007
This paper presents a stability analysis of the iterative learning control (ILC) problem for discrete-time systems when the plant Markov parameters are subject to interval uncerta...