Machine Learning for Data Science (ML4DS) Research Group uri icon

  • Adaptive learning algorithms
  • Algorithmics for document collection profiling
  • Deep Learning
  • Feature selection and extraction, dimensionality reduction
  • Intelligent processing of acoustic and audio signals
  • Internet as a Data Source
  • Machine Learning for Big Data
  • Machine learning applications in healthcare: mental illness diagnosis, neuroimaging, microbiology
  • Machine learning based on kernel methods
  • Machine learning for finance
  • Natural Language Processing, Language Modeling
  • Probabilistic Machine Learning