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CVPR
2011
IEEE
14 years 8 months ago
Adaptive Random Forest - How many ``experts'' to ask before making a decision?
How many people should you ask if you are not sure about your way? We provide an answer to this question for Random Forest classification. The presented method is based on the st...
Alexander Schwing, Christopher Zach, Yefeng Zheng,...
124
Voted
ICIP
2005
IEEE
16 years 6 months ago
Nonparametric clustering using quantum mechanics
This paper introduces a new nonparametric estimation approach that can be used for data that is not necessarily Gaussian distributed. The proposed approach employs the Shr?odinger...
Nikolaos Nasios, Adrian G. Bors
ICML
2000
IEEE
16 years 5 months ago
Reinforcement Learning in POMDP's via Direct Gradient Ascent
This paper discusses theoretical and experimental aspects of gradient-based approaches to the direct optimization of policy performance in controlled ??? ?s. We introduce ??? ?, a...
Jonathan Baxter, Peter L. Bartlett
174
Voted
IEEECGIV
2009
IEEE
15 years 11 months ago
Two Dimensional Compressive Classifier for Sparse Images
The theory of compressive sampling involves making random linear projections of a signal. Provided signal is sparse in some basis, small number of such measurements preserves the ...
Armin Eftekhari, Hamid Abrishami Moghaddam, Massou...
ELPUB
2006
ACM
15 years 10 months ago
The Practices and Popularity of British Bloggers
A snapshot of the British blogosphere focusing on the blogging habits and technical abilities of a sample of British bloggers. Most of the academic research that has so far been p...
Sarah Pedersen, Caroline Macafee