Artificial Intelligence and Machine Learning
Artificial intelligence encompasses a plethora of scientific domains that includes general machine learning, computer vision, natural language processing and data science. From its inception in the 1950s to today, it has matured from a field of theoretical constructs and games to real applications that empower our society in an unprecedented way.
Computer Vision, Natural Language Processing, Knowledge Representation
Visual Recognition, Image and Video Understanding, Object Detection and Segmentation
Big Data, Analytics, Machine Learning, Visualization
Unsupervised Learning, Probabilistic Learning, Spectral Methods, Transfer Learning
Natural Language Processing
Speech Processing, Language Processing, Interactive Dialog Systems