120 citations · 164 across the 4 of their papers we have counts for
4 papers
Beyond the technical challenges for deploying Machine Learning solutions in a software company
Ilias Flaounas
Recently software development companies started to embrace Machine Learning (ML) techniques for introducing a series of advanced functionality in their products such as personalisa…
Efficient Classification of Multi-Labelled Text Streams by Clashing
Ricardo Ñanculef, Ilias Flaounas, Nello Cristianini
We present a method for the classification of multi-labelled text documents explicitly designed for data stream applications that require to process a virtually infinite sequence o…
The Anatomy of a Modular System for Media Content Analysis
Ilias Flaounas, Thomas Lansdall-Welfare, Panagiota Antonakaki +1
Intelligent systems for the annotation of media content are increasingly being used for the automation of parts of social science research. In this domain the problem of integratin…
Finite-Time Analysis of Kernelised Contextual Bandits
Michal Valko, Nathaniel Korda, Remi Munos +2
We tackle the problem of online reward maximisation over a large finite set of actions described by their contexts. We focus on the case when the number of actions is too big to sa…