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.
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Showing 1 to 3 of 3 for “"Machine Learning Evaluation"”.
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Interfaces and Models for Improved Understanding of Real-World Communicative and Affective Nonverbal Vocalizations by Minimally Speaking Individuals
… then used to compile a novel dataset and train machine learning models. The thesis contributes (1) the design and evaluation of a novel data collection protocol for real-world audio with personalized in-themoment labels, (2) a new dataset, ReCANVo, of over 7,000 nonverbal vocalizations from …
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Sensitive Attribute Association Bias in Latent Factor Recommendation Algorithms: Theory and In Practice
… latent space: bias direction creation, bias evaluation metrics, and multi-group evaluation. Methods within our evaluation framework were inspired by techniques presented by the natural language processing research community for measuring gender bias in learned language representations. …
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Evaluating visually grounded language capabilities using microworlds
Deep learning has had a transformative impact on computer vision and natural language processing. As a result, recent years have seen the introduction of more ambitious holistic understanding tasks, comprising a broad set of reasoning abilities. Datasets in this context typically act not just as …