I am currently an Associate Professor at the ISEP since September 2016, where I am a member of the DaSSIP Team (Data Science, Signal and Image Processing), and the head of the Data Intelligence Major. Furthermore, I am also a CNRS full researcher at the LIPN UMR 7030, where I am part of the A3 team in Machine Learning.
I got my PhD in Applied Computer Science from AgroParisTech (University Paris-Saclay) in November 2016. I also own Engineer Degree in Software engineering & Computer Vision from the EISTI Cergy, as well as a Master’s Degree in Computer and Information Technologies from INHA University in South Korea.
My research activities are focused on machine learning and data science problems and cover a wide spectrum of issues, ranging from unsupervised learning to image processing and change detection. My work can be divided into 3 main axis:
- Unsupervised learning with a particular focus on new clustering paradigms such as multi-view, collaborative and alternative clustering.
- Applications of Machine Learning in the field of image processing, with a particular interest for satellite images and change detection.
- Unsupervised neural networks such as Autoencoders, Convolutional Neural Networks, Kohonen maps and Generative Topographic maps.