Systems Pharmacology–Machine Learning Approaches in Profiling Oncology Drug Candidates

ML Ujwal - 2021 - dspace.mit.edu
While the thesis is framed from the systems thinking perspective, however, the main focus is
on the drug discovery and application of machine learning approaches in profiling oncology …

New optimization approaches to matrix factorization problems with connections to natural language processing

LE Berk - 2020 - dspace.mit.edu
The new approach builds uncertainty sets using one-sided constraints and two hypothesis
tests, uses alternating optimization and projected gradient methods, including Adam and …