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Skip to Search Results- 2Abdi Oskouie, Mina
- 2Birkbeck, Neil Aylon Charles
- 2Cai, Zhipeng
- 2Chen, Jiyang
- 2Chowdhury, Md Solimul
- 2Chubak, Pirooz
- 83Machine Learning
- 76Reinforcement Learning
- 42Artificial Intelligence
- 37Machine learning
- 24Natural Language Processing
- 23reinforcement learning
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Fall 2019
Scheduling problems are problems in which jobs are assigned to machines at particular times. A common objective of scheduling is to schedule as many jobs before their deadline as possible, called Throughput Maximization. In this thesis, we provide algorithms for various...
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Algorithms towards haplotype-sharing based association studies of case-control traits on pedigree data
DownloadFall 2011
Association studies that attempt to link genes with traits are expected to unearth various genomic roots for various diseases. Recently, haplotype based association studies have become popular due to the inheritance information innate to haplotypes. In this work, we provide a summary of recent...
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Fall 2024
Computer vision tasks have seen breakthroughs in recent years thanks to the emergence of deep learning (DL). However, there exists different types of domain-shift problems that may impact the performance of DL-based methods. In low-level vision tasks, \eg, image restoration, the degradation of...
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Alzheimer’s Dementia Detection Through Machine Learning: Analyzing Linguistic and Acoustic Features in Spontaneous Speech
DownloadFall 2023
With the rapid aging of the world’s population, the global burden of aging related mental disorders, such as Alzheimer’s dementia (AD), is also on the rise. Unfortunately global healthcare systems are vastly under-resourced, which means that many people who need mental health services are unable...