Academic journals for high school students

Academic journals

Introducing academic journals for high school students

Optimization in Machine Learning

Florence Chi
St. Paul’s Academy


Optimization has played a significant role in training neural
networks [23]. This has resulted in a number of efficient algorithms
[22, 3, 5, 29, 31] and practical applications in medical diagnosis
and prognosis [34, 35, 27]. Other applications of neural networks
abound [12, 30, 18, 13] . In this brief work we focus on a number
of problems of machine learning and pose them as optimization
problems. Hopefully this will point to further applications of
optimization to the burgeoning field of machine learning.

Please click to read the paper.

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