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61
Data-driven dynamic optimization with auxiliary covariates
Published 2019Subjects: “…Operations Research Center.…”
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Thesis -
62
Predictive and prescriptive methods in operations research and machine learning : an optimization approach
Published 2019Subjects: “…Operations Research Center.…”
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Thesis -
63
Advances in data-driven models for transportation
Published 2019Subjects: “…Operations Research Center.…”
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Thesis -
64
Detecting food safety risks and human tracking using interpretable machine learning methods/
Published 2019Subjects: “…Operations Research Center.…”
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Thesis -
65
Identifying and assessing coordinated influence campaigns on social networks
Published 2019Subjects: “…Operations Research Center.…”
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Thesis -
66
A generalized hierarchical approach for data labeling
Published 2019Subjects: “…Operations Research Center.…”
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Thesis -
67
Resource scheduling and optimization in dynamic and complex transportation settings
Published 2019Subjects: “…Operations Research Center.…”
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Thesis -
68
The edge of large-scale optimization in transportation and machine learning
Published 2019Subjects: “…Operations Research Center.…”
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Thesis -
69
Analytics in promotional pricing and advertising
Published 2019Subjects: “…Operations Research Center.…”
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Thesis -
70
Machine learning for problems with missing and uncertain data with applications to personalized medicine
Published 2019Subjects: “…Operations Research Center.…”
Thesis -
71
Data-driven optimization with behavioral considerations : applications to pricing
Published 2020Subjects: “…Operations Research Center.…”
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Thesis -
72
Computational and statistical challenges in high dimensional statistical models
Published 2020Subjects: “…Operations Research Center.…”
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Thesis -
73
Prescriptive analytics in operations problems : a tree ensemble approach
Published 2020Subjects: “…Operations Research Center.…”
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Thesis -
74
Interpretable machine learning methods for stroke prediction
Published 2020Subjects: “…Operations Research Center.…”
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Thesis -
75
Data-driven pricing and inventory management with applications in fashion retail
Published 2020Subjects: “…Operations Research Center.…”
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Thesis -
76
Distributionally robust optimization with marginals : theory and applications
Published 2020Subjects: “…Operations Research Center.…”
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Thesis -
77
Leveraging machine learning to solve The vehicle Routing Problem with Time Windows
Published 2020Subjects: “…Operations Research Center.…”
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Thesis -
78
Understanding neural network sample complexity and interpretable convergence-guaranteed deep learning with polynomial regression
Published 2020Subjects: “…Operations Research Center.…”
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Thesis -
79
New optimization approaches to matrix factorization problems with connections to natural language processing
Published 2020Subjects: “…Operations Research Center.…”
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Thesis -
80
Dynamic optimization in the age of big data
Published 2020Subjects: “…Operations Research Center.…”
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Thesis