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 8 of 8 for “"Individual Fairness"”.
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Towards Ethical Machine Learning: New Algorithms For Fairness And Privacy
… enforce ethical notions like privacy and fairness is one of the most important facing modern computer scientists. While the last decade has seen a flurry of research in this area, there are still significant challenges to using existing algorithms and definitions in practice. This thesis …
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Fair and Risk-Averse Resource Allocation in Transportation Systems under Uncertainties
Addressing fairness among users and risk mitigation in the context of resource allocation in transportation systems under uncertainties poses a crucial challenge yet to be satisfactorily resolved. This dissertation attempts to address this challenge, focusing on achieving a balance between …
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A multi-level examination of authentic leadership and organizational justice in uncertain times
… model wherein authentic leaders influence individual fairness perceptions and create a fair climate, which in turn is related to the well-being, turnover intention, commitment, and performance of subordinates. Uncertainty serves as a moderator in the model, such that leadership and fair …
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Facets of proportionality
… settings. We also investigate tradeoffs between individual excellence, diversity, and proportional representation and give rules achieving all three desiderata at the same time. In the second part, we study proportionality in participatory budgeting (PB), where we need to select a subset of …
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Fairness for affective and wellbeing computing
… Bias can be understood as discrimination against individuals based on certain sensitive attributes such as age, race and gender. Fairness conversely dictates that no individual or subgroup should be advantaged or disadvantaged based on their inherent characteristics. Such risks are also present in …
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Sequential Resource Allocation and Applications in Revenue Management
… a focus on revenue management, robustness and fairness, and experiment design. On the theoretical side, this thesis advances the study of classical network revenue management, a long-standing challenge in dynamic resource allocation. We introduce the first LP-free algorithm, improving the …
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Fair and robust graph mining
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2023-09-01 without embargo terms