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» Budgeted Nonparametric Learning from Data Streams
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DEXAW
2007
IEEE
148views Database» more  DEXAW 2007»
15 years 6 months ago
The Pediaphon - Speech Interface to the free Wikipedia Encyclopedia for Mobile Phones, PDA's and MP3-Players
This paper presents an approach to generate audio based learning material dynamically from Wikipedia articles for m-Learning and ubiquitous access. It introduces the so called ’...
Andreas Bischoff
CVPR
2004
IEEE
16 years 1 months ago
Tracking Loose-Limbed People
We pose the problem of 3D human tracking as one of inference in a graphical model. Unlike traditional kinematic tree representations, our model of the body is a collection of loos...
Leonid Sigal, Sidharth Bhatia, Stefan Roth, Michae...
114
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ICDM
2005
IEEE
185views Data Mining» more  ICDM 2005»
15 years 5 months ago
Adaptive Product Normalization: Using Online Learning for Record Linkage in Comparison Shopping
The problem of record linkage focuses on determining whether two object descriptions refer to the same underlying entity. Addressing this problem effectively has many practical ap...
Mikhail Bilenko, Sugato Basu, Mehran Sahami
ICML
2000
IEEE
16 years 14 days ago
Eligibility Traces for Off-Policy Policy Evaluation
Eligibility traces have been shown to speed reinforcement learning, to make it more robust to hidden states, and to provide a link between Monte Carlo and temporal-difference meth...
Doina Precup, Richard S. Sutton, Satinder P. Singh
ICDM
2010
IEEE
147views Data Mining» more  ICDM 2010»
14 years 9 months ago
Location and Scatter Matching for Dataset Shift in Text Mining
Dataset shift from the training data in a source domain to the data in a target domain poses a great challenge for many statistical learning methods. Most algorithms can be viewed ...
Bo Chen, Wai Lam, Ivor W. Tsang, Tak-Lam Wong