Dimitrios Athanasakis, machine learning researcher


About


I’m a machine learning researcher with more than 15 years of experience in the broader field. I completed my EngD under the supervision of Professors John Shawe-Taylor and Delmiro Fernandez-Reyes and I’ve published in the domains of computational biology, medicine, and privacy-preserving machine learning. My professional experience spans a number of settings including security, biotechnology, and finance. You might find some of my research interesting, or perhaps you’d like to have a look at my CV.



Publications


Privacy-Preserving Bandits (with Mohammad Malekzadeh, Hamed Haddadi and Benjamin Livshits)
MLSYS (2020)

Sleep staging with deep learning: a convolutional model (with Isaac Fernández-Varela, Samuel Parsons, Elena Hernández-Pereira and Vicente Moret-Bonillo)
ESANN (2018)

Learning Non-Linear Feature Maps (with John Shawe-Taylor and Delmiro Fernandez-Reyes)
ICLR workshop paper (2014)

Challenges in representation learning: A report on three machine learning contests (with Ian J Goodfellow, Dumitru Erhan, Pierre Luc Carrier, Aaron Courville, Mehdi Mirza, Ben Hamner, Will Cukierski, Yichuan Tang, David Thaler, Dong-Hyun Lee, Yingbo Zhou, Chetan Ramaiah, Fangxiang Feng, Ruifan Li, Xiaojie Wang, John Shawe-Taylor, Maxim Milakov, John Park, Radu Ionescu, Marius Popescu, Cristian Grozea, James Bergstra, Jingjing Xie, Lukasz Romaszko, Bing Xu, Zhang Chuang and Yoshua Bengio)
ICONIP (2013)

Severe Childhood Malaria Syndromes Defined by Plasma Proteome Profiles (with Florence Burté, Biobele J Brown, Adebola E Orimadegun, Wasiu A Ajetunmobi, Francesca Battaglia, Barry K Ely, Nathaniel K Afolabi, Francis Akinkunmi, Olayinka Kowobari, Samuel Omokhodion, Kikelomo Osinusi, Felix O Akinbami, Wuraola A Shokunbi, Olugbemiro Sodeinde and Delmiro Fernandez-Reyes)
PLoS One (2012)

Global transcriptional analysis of primitive thymocytes reveals accelerated dynamics of T cell specification in fetal stages (with Nikolai N Belyaev, Judit Biró, Delmiro Fernandez-Reyes and Alexandre J Potocnik)
Immunogenetics (2012)

Discriminating Active from Latent Tuberculosis in Patients Presenting to Community Clinics (with Gurjinder Sandhu, Francesca Battaglia, Barry K Ely, Rosario Montoya, Teresa Valencia, Robert H Gilman, Carlton A Evans, Jon S Friedland, Delmiro Fernandez-Reyes and Daniel D Agranoff)
PLoS One (2012)


Contact


You can reach me with varying speeds at:
dathanasakis [AT] gotbim [DOT] com


or perhaps you can try contacting me elsewhere