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10/08/2020
Metrics and methods for a systematic comparison of fairness-aware machine learning algorithms
Understanding and removing bias from the decisions made by machine learn...
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08/25/2015
AUC Optimisation and Collaborative Filtering
In recommendation systems, one is interested in the ranking of the predi...
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01/10/2014
Online Matrix Completion Through Nuclear Norm Regularisation
It is the main goal of this paper to propose a novel method to perform m...
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12/09/2013
An SIR Graph Growth Model for the Epidemics of Communicable Diseases
It is the main purpose of this paper to introduce a graph-valued stochas...
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11/25/2013
Learning Reputation in an Authorship Network
The problem of searching for experts in a given academic field is hugely...
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01/07/2013
Efficient Eigen-updating for Spectral Graph Clustering
Partitioning a graph into groups of vertices such that those within each...
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12/08/2012