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12/30/2022
Learning from Data Streams: An Overview and Update
The literature on machine learning in the context of data streams is vas...
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08/02/2017
Fairness-aware machine learning: a perspective
Algorithms learned from data are increasingly used for deciding many asp...
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05/05/2016
A note on adjusting R^2 for using with cross-validation
We show how to adjust the coefficient of determination (R^2) when used f...
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08/04/2015
Predicting respiratory motion for real-time tumour tracking in radiotherapy
Purpose. Radiation therapy is a local treatment aimed at cells in and ar...
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07/30/2015
Optimal estimates for short horizon travel time prediction in urban areas
Increasing popularity of mobile route planning applications based on GPS...
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05/21/2015
On the relation between accuracy and fairness in binary classification
Our study revisits the problem of accuracy-fairness tradeoff in binary c...
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12/23/2013
Predictive User Modeling with Actionable Attributes
Different machine learning techniques have been proposed and used for mo...
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10/22/2010