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» Convex Methods for Transduction
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FLAIRS
2004
13 years 11 months ago
Automatic Generation of Background Text to Aid Classification
We illustrate that Web searches can often be utilized to generate background text for use with text classification. This is the case because there are frequently many pages on the...
Sarah Zelikovitz, Robert Hafner
IJON
2010
120views more  IJON 2010»
13 years 8 months ago
Semi-supervised learning with varifold Laplacians
This paper presents varifold learning, a learning framework based on the mathematical concept of varifolds. Different from manifold based methods, our varifold learning framework ...
Lei Ding, Peibiao Zhao
TROB
2010
114views more  TROB 2010»
13 years 8 months ago
Tactile Sensing - From Humans to Humanoids
—Starting from human ‘sense of touch’, this work reviews the state of tactile sensing in robotics. Following a brief discussion on the physiology, coding, tactile data transf...
R. S. Dahiya, Giorgio Metta, M. Valle, Giulio Sand...
ACL
2011
13 years 1 months ago
An Unsupervised Model for Joint Phrase Alignment and Extraction
We present an unsupervised model for joint phrase alignment and extraction using nonparametric Bayesian methods and inversion transduction grammars (ITGs). The key contribution is...
Graham Neubig, Taro Watanabe, Eiichiro Sumita, Shi...
KDD
2007
ACM
132views Data Mining» more  KDD 2007»
14 years 10 months ago
A scalable modular convex solver for regularized risk minimization
A wide variety of machine learning problems can be described as minimizing a regularized risk functional, with different algorithms using different notions of risk and different r...
Choon Hui Teo, Alex J. Smola, S. V. N. Vishwanatha...