I am anELLIS PhD student in Machine Learning at the University of Copenhagen, supervised byOle Winther. My research focuses on applying deep learning methods to biological applications. Previously, I worked atDeepLab, where I developed generative models for transcriptomics and deep neural networks for EEG-based brain-computer interfaces. I hold a BSc and MSc degree in Electrical and Computer Engineering fromNTUA, where I completed my thesis on visual emotion recognition under the supervision ofPetros Maragos.

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1. emotion-gcnemotion-gcnPublic

   [IEEE FG 2021] Official implementation: Exploiting Emotional Dependencies with Graph Convolutional Networks for Facial Expression Recognition

   Python 31 1

2. NTUA-ABAW2021NTUA-ABAW2021Public

   [ICCVW 2021] Official implementation: An audiovisual and contextual approach for categorical and continuous emotion recognition in-the-wild

   Python 8 4

3. personalized_asrpersonalized_asrPublic

   [MTAP] Official implementation: A mechanism for personalized Automatic Speech Recognition for less frequently spoken languages: the Greek case

   Python 8

4. eellak/gsoc2019-sphinxeellak/gsoc2019-sphinxPublic

   Creation of an online Greek mail dictation system, using Sphinx and personalized acoustic/language model training

   Python 19 1

5. computer_vision-ntuacomputer_vision-ntuaPublic

   Lab exercises of computer vision course in NTUA

   MATLAB 3

6. cuda-exercises-ntuacuda-exercises-ntuaPublic

   Lab exercise of Parallel Processing course in NTUA regarding CUDA programming

   Cuda 9 1