Adam Dowse
Postgraduate Research Student
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My research project
The efficient use of data in machine learningHow data is presented in batches to deep convolutional neural networks effects a models performance. Curriculum learning and other ordering by 'difficulty' methodologies attempt to teach easy concepts first and then increase the difficulty much like the human learning experience. This project will attempt to understand how ordering can increase model performance in complex and deep models.
Supervisors
How data is presented in batches to deep convolutional neural networks effects a models performance. Curriculum learning and other ordering by 'difficulty' methodologies attempt to teach easy concepts first and then increase the difficulty much like the human learning experience. This project will attempt to understand how ordering can increase model performance in complex and deep models.