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The Association Between Film Industry Success and Prior Career History: A Machine Learning Approach
(2015-10-20)
My thesis project is a means of understanding the conditions associated with success and failure in the American film industry. This is carried out by tracking the careers of several thousand actors and actresses, and the ...
An Interactive Deep Learning Toolkit for Automatic Segmentation of Images
(2016-06-25)
This thesis presents the design, analysis, and implementation of an interactive deep learning toolkit to reduce the manual labeling effort and improve the automatic segmentation of image data. While deep neural networks ...
Empirical Methods in Peer Prediction
(2016-06-25)
Human computation system, often popularly referred to as crowdsourcing,requires the alignment of the incentives of human participants to report truthfully and an effective mean to deal with noise in the human-generated ...