Improving Efficiency and Fairness in Machine Learning: a Discrete Optimization Approach
In recent years, machine learning models are being increasingly deployed in various applications including Education, Finance, Healthcare, Transportation, etc. However, in most practical situations one-size-fits-all solutions suffer from poor predictive performance and/or bias against certain subgro...
| Հիմնական հեղինակ: | |
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| Այլ հեղինակներ: | |
| Ձևաչափ: | Թեզիս |
| Հրապարակվել է: |
Massachusetts Institute of Technology
2022
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| Առցանց հասանելիություն: | https://hdl.handle.net/1721.1/139985 |