The department conducts research on several directions:
- Machine Learning and Information Retrieval
- Computer Vision
- Natural Language Processing, Speech Recognition, Machine Translation
- Combinatorial optimization, theory of algorithms
- Methods and Systems for Processing Big Data
- Probability Models and Statistical Inference for Stochastic Processes
- Dialog Systems