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SIAMCOMP
2008
140views more  SIAMCOMP 2008»
14 years 9 months ago
The Forgetron: A Kernel-Based Perceptron on a Budget
Abstract. The Perceptron algorithm, despite its simplicity, often performs well in online classification tasks. The Perceptron becomes especially effective when it is used in conju...
Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer
ICML
2010
IEEE
14 years 7 months ago
Constructing States for Reinforcement Learning
POMDPs are the models of choice for reinforcement learning (RL) tasks where the environment cannot be observed directly. In many applications we need to learn the POMDP structure ...
M. M. Hassan Mahmud
HUC
2010
Springer
14 years 7 months ago
A holistic multipurpose life-log framework
Life-log systems have a wide range of usages from memory augmentation to health monitoring. Recent advances in pervasive devices and sensor networks enable us to create tools that...
Reza Rawassizadeh
CGF
2000
150views more  CGF 2000»
14 years 9 months ago
Perceptual Principles and Computer Graphics
Now that technology allows us to present photorealistic animations of scenically lit objects acting in realtime, the problem of computer graphics has changed from making displays ...
Jon May
GLVLSI
2003
IEEE
134views VLSI» more  GLVLSI 2003»
15 years 3 months ago
Information storage capacity of crossbar switching networks
In this work we ask the fundamental question: How many bits of information can be stored in a crossbar switching network? The answer is trivial when the switches of the network ar...
Paul-Peter Sotiriadis