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CVPR
2009
IEEE
1390views Computer Vision» more  CVPR 2009»
15 years 3 months ago
Stacks of Convolutional Restricted Boltzmann Machines for Shift-Invariant Feature Learning
In this paper we present a method for learning classspecific features for recognition. Recently a greedy layerwise procedure was proposed to initialize weights of deep belief ne...
Mohammad Norouzi (Simon Fraser University), Mani R...
ALT
2005
Springer
14 years 5 months ago
Monotone Conditional Complexity Bounds on Future Prediction Errors
We bound the future loss when predicting any (computably) stochastic sequence online. Solomonoff finitely bounded the total deviation of his universal predictor M from the true ...
Alexey V. Chernov, Marcus Hutter
ATAL
2009
Springer
14 years 3 months ago
Using opponent models for efficient negotiation
d Abstract) Koen Hindriks Man-Machine Interaction Group Delft University of Technology Mekelweg 4, Delft, The Netherlands
Koen V. Hindriks, Catholijn M. Jonker, Dmytro Tykh...
BMCBI
2007
105views more  BMCBI 2007»
13 years 8 months ago
Constrained hidden Markov models for population-based haplotyping
abstract Niels Landwehr1 , Taneli Mielik¨ainen2 , Lauri Eronen2 , Hannu Toivonen1,2 , and Heikki Mannila2 1 Machine Learning Lab, Dept. of Comp. Science, University of Freiburg, G...
Niels Landwehr, Taneli Mielikäinen, Lauri Ero...
HICSS
2010
IEEE
165views Biometrics» more  HICSS 2010»
14 years 3 months ago
Taking Universal Perspective in Design: A Plea for Two Reflective Principles and Mechanisms
Current approaches to the design of interactive systems emphasize openness, dynamic behavior, and evolution of the system. There is also a growing interest in accounting for human...
Fahri Yetim