Research Experience:
- Computational model development for embodied agents’ communication
- Predictive processing and active inference
- Free energy principle
- Bayesian inference
- Dynamic models
- Perception and action
- Social cognition
- Decision making under uncertainty
- Algorithms for unsupervised and online learning of hierarchy of features for tuning cochlear implants for the hearing impaired
- Data analysis
- Saliency detection algorithms
- Unsupervised feature learning from streaming data
- Signal processing
- Activity recognition from multimodal, multicourse and heterogeneous data
- Multimodal data fusion
- Tensor learning
- Statistical inference
- Pattern recognition techniques