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C Lee Giles

address: 311A IST Bldg
location: Information Sciences and Technology
phone: 865 7884
e-mail: giles@ist.psu.edu
department: Information Sciences and Technology

Projects

Deep Learning

Recurrent deep learning methods are changing what we can do in artificial intelligence. We are exploring problems in text and sequence understanding.

Website: http://clgiles.ist.psu.edu
Number of undergraduates needed: TBD
Minimum qualifications: Linux and Python. Mathematical skills appropriate to deep learning.



Machine Learning and Big Data

Exploration of the automated discovery of knowledge within data using a combination of information extraction, natural language processing, and machine learning methods such as deep learning.


Website: http://clgiles.ist.psu.edu
Number of undergraduates needed: a few
Minimum qualifications: Familiarity with mathematics of data and information processing. Experience with linux and coding a must.