Statistical Estimation from Dependent and Adversarial Data
This thesis studies learning and estimation from data that is not independent, but rather falls into one of the following categories: (1) Data with strong correlations, such as social network correlations and data over a spatial domain or a temporal domain; and (2) Adversarial time series data, wher...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2023
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| Online Access: | https://hdl.handle.net/1721.1/150231 |