DATA MINING

4 PhDs | 4 Masters | 4 Bachelors

  • Recommender Systems
  • Computational Advertising
  • Urban Computing
  • User Behavior Modeling

MACHINE LEARNING

2 PhDs | 4 Masters | 7 Bachelors

  • Transfer Learning
  • Multi-task Learning
  • Representation Learning
  • Educational Data Mining

REINFORCEMENT LEARNING

2 PhDs | 4 Masters | 12 Bachelors

  • Fundamental RL Algorithms
  • Imitation Learning
  • Multi-Agent Reinforcement Learning
  • Real-World RL Applications

NATURAL LANGUAGE PROCESSING

1 PhD | 2 Masters | 6 Bachelors

  • Natural Language Understanding
  • Natural Language Generation
  • Knowledge Graphs
  • Information Retrieval

COMPUTER VISION

1 PhD | 2 Masters | 4 Bachelors

  • Generative Adversarial Network
  • Neutral Network Theory
  • Image Generation
  • Image Translation

EMERGING RESEARCHES

2 PhDs | 2 Masters | 3 Bachelors

  • Machine Teaching
  • Medical Data Science
  • Finance Prediction & Optimization
  • Chatbots