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102
Voted
CORR
2010
Springer
150views Education» more  CORR 2010»
15 years 28 days ago
Dendritic Cells for Real-Time Anomaly Detection
Dendritic Cells (DCs) are innate immune system cells which have the power to activate or suppress the ystem. The behaviour of human DCs is abstracted to form an algorithm suitable...
Julie Greensmith, Uwe Aickelin
77
Voted
CORR
2010
Springer
89views Education» more  CORR 2010»
15 years 27 days ago
Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm
We show that matrix completion with tracenorm regularization can be significantly hurt when entries of the matrix are sampled nonuniformly. We introduce a weighted version of the ...
Ruslan Salakhutdinov, Nathan Srebro
72
Voted
CORR
2010
Springer
76views Education» more  CORR 2010»
15 years 27 days ago
Quantale Modules and their Operators, with Applications
The central topic of this work is the categories of modules over unital quantales. The main categorical properties are established and a special class of operators, called Q-module...
Ciro Russo
40
Voted
CORR
2010
Springer
144views Education» more  CORR 2010»
15 years 27 days ago
The Magnetic Tower of Hanoi
The classical Tower of Hanoi "puzzle" or "mathematical game", invented by the French mathematician Edouard Lucas in 1883, spans "base 2". The number ...
Uri Levy
96
Voted
CORR
2010
Springer
92views Education» more  CORR 2010»
15 years 27 days ago
Hardness Results for Agnostically Learning Low-Degree Polynomial Threshold Functions
Hardness results for maximum agreement problems have close connections to hardness results for proper learning in computational learning theory. In this paper we prove two hardnes...
Ilias Diakonikolas, Ryan O'Donnell, Rocco A. Serve...