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SIAMJO
2008
104views more  SIAMJO 2008»
13 years 10 months ago
A Minimax Theorem with Applications to Machine Learning, Signal Processing, and Finance
This paper concerns a fractional function of the form xT a/ xT Bx, where B is positive definite. We consider the game of choosing x from a convex set, to maximize the function, an...
Seung-Jean Kim, Stephen P. Boyd
COLING
2010
13 years 5 months ago
Controlling Listening-oriented Dialogue using Partially Observable Markov Decision Processes
This paper investigates how to automatically create a dialogue control component of a listening agent to reduce the current high cost of manually creating such components. We coll...
Toyomi Meguro, Ryuichiro Higashinaka, Yasuhiro Min...
ICIP
2000
IEEE
14 years 11 months ago
A Spectral Analysis for Light Field Rendering
Image based rendering using the plenoptic function is an efficient technique for re-rendering at different viewpoints. In this paper, we study the sampling and reconstruction prob...
Shing-Chow Chan, Heung-Yeung Shum
CVPR
1997
IEEE
15 years 6 days ago
Global Training of Document Processing Systems Using Graph Transformer Networks
We propose a new machine learning paradigm called Graph Transformer Networks that extends the applicability of gradient-based learning algorithms to systems composed of modules th...
Léon Bottou, Yoshua Bengio, Yann LeCun
HICSS
2010
IEEE
176views Biometrics» more  HICSS 2010»
14 years 6 days ago
Development of the Smart Grid: Missing Elements in the Policy Process
This paper seeks to frame one aspect of the Smart Grid discussion which has been under-recognized in regulatory and policy debates. Significant discussion has focused Smart Grid a...
Richard D. Tabors, Geoffrey Parker, Michael C. Car...