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01/27/2021
Wisdom of the Contexts: Active Ensemble Learning for Contextual Anomaly Detection
In contextual anomaly detection (CAD), an object is only considered anom...
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09/16/2019
No Free Lunch But A Cheaper Supper: A General Framework for Streaming Anomaly Detection
Over the past years, there has been an increased research interest in th...
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01/29/2019
Differentially Private Markov Chain Monte Carlo
Recent developments in differentially private (DP) machine learning and ...
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10/27/2016
Differentially Private Variational Inference for Non-conjugate Models
Many machine learning applications are based on data collected from peop...
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06/07/2016
Efficient differentially private learning improves drug sensitivity prediction
Users of a personalised recommendation system face a dilemma: recommenda...
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06/08/2015