Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 5 of 5 for “"Debias"”.
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Improved integration of information to reduce subsurface model bias
… First, I create spatial declustering methods to debias spatial datasets with single and multiscale preferential sampling in stationary populations. Second, I introduce a novel geostatistics-based machine learning method for identifying subsurface resource analogs that integrate spatial …
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Two essays in behavioral operations management
… to drop. We test two common strategies to debias decision makers: a problem framing that subtly nudges participants to search more in the infeasible solution space, and direct advice to participants to do so. We find that only the latter one reduces the small-project bias and improves …
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Improving Efficiency and Fairness in Machine Learning: a Discrete Optimization Approach
… prediction problem for trauma patients to debias the dataset with respect to race, and train optimal classification trees to predict discharge decisions for trauma patients with penetrating injuries. Our impact here is two fold: (1) alleviating bias to enhance diversity in discharge …
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Fairness for affective and wellbeing computing
… fairness, we implement causal interventional debiasing using backdoor adjustment in order to achieve fairer representational learning for each modality. To achieve individual-level fairness, we propose a referee network which learns to combine the predictions of the modalities dynamically …
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Three Essays of Consumer Inference Making and Metacognitive Experience in Perceived Information Security
… positive impact of a disfluency effect could be debiased by providing participants the true source of their subjective difficulty. Furthermore, we demonstrated that consumers\' interpretation about accessibility experience varied depending on what kind of naïve theory was activated. Through a …