Probability, Stochastic Processes, Machine Learning and Optimization

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Volunteer Basis, Potential for UROP Funding, Potential for Work-Study Funding

Overview

Professor Spiliopoulos is an associate professor of statistics in BU’s Department of Mathematics and Statistics. His research lies in the area of stochastic processes, applied mathematics and probability, machine learning, optimization, large deviations, multiscale methods, financial mathematics, statistical inference for stochastic differential equations and statistical learning. Partial objective of this project would be to develop and implement (i.e. write code) methods for training of neural networks. Coding experience is required. Appropriate training in statistics and in stochastic processes is desired.

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