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Shantanu Jain

Associate Research Scientist

Contact

Office Location

310 B West Village H

Mailing Address

Northeastern University
ATTN: Shantanu Jain, 202 WVH
360 Huntington Avenue
Boston, MA 02115-5000

Education

  • PhD in Computer Science, Indiana University
  • MS in Computer Science, Indiana University
  • MS in Applied Statistics, Indiana University

Hometown

Ahmedabad, India

Field of research/teaching

Machine Learning

What is your research focus in a bit more detail? Is your current research path what you always had in mind for yourself, or has it evolved somewhat? If so, how/why?

Shantanu’s research interests lie in the field of statistical modeling and machine learning. His research activities are focused on developing semisupervised methods under data constraints for which standard approaches lead to biased estimates. His recent work has addressed issues in binary classification and its evaluation that arise due to absence of labeled examples from one of the classes (positive-unlabeled learning), incorrectly labeled examples and bias in the labeled examples. His research has been applied to many bioinformatics problems and mass spectrometry data.