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ML
2002
ACM
133views Machine Learning» more  ML 2002»
13 years 7 months ago
Finite-time Analysis of the Multiarmed Bandit Problem
Reinforcement learning policies face the exploration versus exploitation dilemma, i.e. the search for a balance between exploring the environment to find profitable actions while t...
Peter Auer, Nicolò Cesa-Bianchi, Paul Fisch...
CVPR
2001
IEEE
14 years 9 months ago
Feature Reduction and Hierarchy of Classifiers for Fast Object Detection in Video Images
We present a two-step method to speed-up object detection systems in computer vision that use Support Vector Machines (SVMs) as classifiers. In a first step we perform feature red...
Bernd Heisele, Thomas Serre, Sayan Mukherjee, Toma...
HICSS
2009
IEEE
135views Biometrics» more  HICSS 2009»
14 years 2 months ago
Building Leadership for Life Cycle Business Transition by Hybrid Innovation
Manufacturing companies that are expanding their product offering to cover also lifecycle services in the customers’ facilities are facing the increasing complexity and risk to ...
Vesa Salminen
ICECCS
2009
IEEE
129views Hardware» more  ICECCS 2009»
14 years 2 months ago
CONNECT Challenges: Towards Emergent Connectors for Eternal Networked Systems
—The CONNECT European project that started in February 2009 aims at dropping the interoperability barrier faced by today’s distributed systems. It does so by adopting a revolut...
Valérie Issarny, Bernhard Steffen, Bengt Jo...
ECAI
2004
Springer
14 years 23 days ago
Attention-Driven Parts-Based Object Detection
Recent studies have argued that natural vision systems perform classification by utilizing different mechanisms depending on the visual input. In this paper we present a hybrid, ...
Ilkka Autio, Jussi T. Lindgren