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COLT
2008
Springer
14 years 11 months ago
Stochastic Linear Optimization under Bandit Feedback
Varsha Dani, Thomas P. Hayes, Sham M. Kakade
COLT
2001
Springer
15 years 2 months ago
Limitations of Learning via Embeddings in Euclidean Half-Spaces
The notion of embedding a class of dichotomies in a class of linear half spaces is central to the support vector machines paradigm. We examine the question of determining the mini...
Shai Ben-David, Nadav Eiron, Hans-Ulrich Simon
ISCAS
2003
IEEE
132views Hardware» more  ISCAS 2003»
15 years 3 months ago
Characterization of a simple communication network using Legendre transform
We describe an application of the Legendre transform to communication networks. The Legendre transform applied to max-plus algebra linear systems corresponds to the Fourier transf...
Takashi Hisakado, Kohshi Okumura, Vladimir Vukadin...
CVPR
2001
IEEE
15 years 11 months ago
Learning Models for Object Recognition
We consider learning models for object recognition from examples. Our method is motivated by systems that use the Hausdorff distance as a shape comparison measure. Typically an ob...
Pedro F. Felzenszwalb
DM
2010
119views more  DM 2010»
14 years 9 months ago
Influences of monotone Boolean functions
Recently, Keller and Pilpel conjectured that the influence of a monotone Boolean function does not decrease if we apply to it an invertible linear transformation. Our aim in this s...
Demetres Christofides