Stephen Pasteris
University College London
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Publication
Featured researches published by Stephen Pasteris.
Ground/Air Multisensor Interoperability, Integration, and Networking for Persistent ISR IX | 2018
Dinesh C. Verma; Seraphin B. Calo; Supriyo Chakraborty; Simon J. Julier; Stephen Pasteris
In this paper, we discuss the problem of distributed learning for coalition operations. We consider a scenario where different coalition forces are running learning systems independently but want to merge the insights obtained from all the learning systems to share knowledge and use a single model combining all of their individual models. We consider the challenges involved in such fusion of models, and propose an algorithm that can find the right fused model in an efficient manner.
conference on learning theory | 2013
Claudio Gentile; Mark Herbster; Stephen Pasteris
neural information processing systems | 2016
Mark Herbster; Stephen Pasteris; Massimiliano Pontil
Journal of Machine Learning Research | 2015
Mark Herbster; Stephen Pasteris; Massimiliano Pontil
neural information processing systems | 2015
Mark Herbster; Stephen Pasteris; Shaona Ghosh
neural information processing systems | 2012
Mark Herbster; Stephen Pasteris; Fabio Vitale
arXiv: Learning | 2018
Stephen Pasteris; Fabio Vitale; Kevin S. Chan; Shiqiang Wang
algorithmic learning theory | 2018
Stephen Pasteris; Fabio Vitale; Claudio Gentile; Mark Herbster
ubiquitous intelligence and computing | 2017
Stephen Pasteris; Shiqiang Wang; Christian Makaya; Kevin S. Chan; Mark Herbster
Archive | 2017
Stephen Pasteris; Fabio Vitale; Claudio Gentile; Mark Herbster
