Machine Learning for multi-sensor data
- Data science
- Automated online machine learning
- Robust statistical inference and learning
- Graph signal processing for multi-variate data-driven systems
- Sparse signal representations and dimensionality reduction
- Inference-aware data compression
- Efficient and Explainable Deep learning
- Safe Deep Reinforcement Learning for data-driven control
- Computer Vision, Image Processing
- Design and implementation of machine learning methods for embedded systems