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Aarti Malhotra, PhD candidate
David R. Cheriton School of Computer Science

We investigate a deep learning approach to classify emotions in group-level photos into three categories: (1) positive; (2) neutral; and (3) negative. 

Indexing is a game of tradeoffs: Organize your data now and be rewarded with lower read latencies later. The question of whether, how, or when to organize has led to a proliferation of many different, often highly-specialized index structures.