CMU-CB-20-100
Ray and Stephanie Lane Computational Biology Department
School of Computer Science, Carnegie Mellon University


CMU-CB-20-100

Development of Trustworthy Machine Learning
Methods for Integrating and Analyzing Biomedical Data

Seojin Bang

July 2020

Ph.D. Thesis

Currently Unavailable


Keywords: Trustworthy Machine Learning, Robustness, Accountability, Reliability, Interpretable Machine Learning, Black-box, Biomedical Multiview Data, Disease Subtype Identification, TCR-epitope Binding Affinity Prediction

119 pages

Thesis Committee:
Wei Wu (Chair)
Erix Xing
Takis Benos (University of Pittsburgh)
Ankur Parikh (Google Research)

Russell S. Schwartz, Head, Computational Biology Department
Martial Hebert, Dean, School of Computer Science

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