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@other{https://resolver.caltech.edu/CaltechTHESIS:11292016-204528802,
    title = "Automated Macro-scale Causal Hypothesis Formation Based on Micro-scale Observation",
    year = "2017",
    url = "https://resolver.caltech.edu/CaltechTHESIS:11292016-204528802",
    id = "record",
    doi = "10.7907/Z9MW2F4P"
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@other{https://resolver.caltech.edu/CaltechTHESIS:06052017-121818057,
    title = "Computational Methods for Behavior Analysis",
    year = "2017",
    url = "https://resolver.caltech.edu/CaltechTHESIS:06052017-121818057",
    id = "record",
    doi = "10.7907/Z9445JJH"
}


@other{https://resolver.caltech.edu/CaltechTHESIS:05262015-094933189,
    title = "Optimal Data Distributions in Machine Learning",
    year = "2015",
    url = "https://resolver.caltech.edu/CaltechTHESIS:05262015-094933189",
    id = "record",
    doi = "10.7907/Z9DR2SD5"
}