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» Some new directions in graph-based semi-supervised learning
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ACCV
2007
Springer
13 years 8 months ago
A Convex Programming Approach to the Trace Quotient Problem
Abstract. The trace quotient problem arises in many applications in pattern classification and computer vision, e.g., manifold learning, low-dimension embedding, etc. The task is ...
Chunhua Shen, Hongdong Li, Michael J. Brooks
TCBB
2008
126views more  TCBB 2008»
13 years 6 months ago
Graphical Models of Residue Coupling in Protein Families
Abstract-- Many statistical measures and algorithmic techniques have been proposed for studying residue coupling in protein families. Generally speaking, two residue positions are ...
John Thomas, Naren Ramakrishnan, Chris Bailey-Kell...
WWW
2009
ACM
14 years 7 months ago
Matchbox: large scale online bayesian recommendations
We present a probabilistic model for generating personalised recommendations of items to users of a web service. The Matchbox system makes use of content information in the form o...
David H. Stern, Ralf Herbrich, Thore Graepel
KCAP
2003
ACM
13 years 11 months ago
Collecting commonsense experiences
Humans naturally share knowledge by telling stories. This is a form of knowledge exchange we engage in right from early childhood, and over time we learn to recall, order and orga...
Push Singh, Barbara Barry
CORR
2010
Springer
110views Education» more  CORR 2010»
13 years 6 months ago
(Unconditional) Secure Multiparty Computation with Man-in-the-middle Attacks
In secure multi-party computation n parties jointly evaluate an n-variate function f in the presence of an adversary which can corrupt up till t parties. All honest parties are req...
Shailesh Vaya