Dillon Davis
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View article: Learning To Rank Diversely At Airbnb
Learning To Rank Diversely At Airbnb Open
Airbnb is a two-sided marketplace, bringing together hosts who own listings for rent, with prospective guests from around the globe. Applying neural network-based learning to rank techniques has led to significant improvements in matching …
View article: Life cycle assessment of heterotrophic algae omega-3
Life cycle assessment of heterotrophic algae omega-3 Open
Fish oil has traditionally been the primary source of long chain omega-3 fatty acids, which are essential nutrients for human diets as well as many aquaculture and animal feeds. The demand for fish oil is growing rapidly, due to an expandi…
View article: Oligomeric Aβ1-42 Induces an AMD-Like Phenotype and Accumulates in Lysosomes to Impair RPE Function
Oligomeric Aβ1-42 Induces an AMD-Like Phenotype and Accumulates in Lysosomes to Impair RPE Function Open
Alzheimer’s disease-associated amyloid beta (Aβ) proteins accumulate in the outer retina with increasing age and in eyes of age-related macular degeneration (AMD) patients. To study Aβ-induced retinopathy, wild-type mice were injected with…
View article: Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights
Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights Open
This work presents a method for adapting a single, fixed deep neural network to multiple tasks without affecting performance on already learned tasks. By building upon ideas from network quantization and pruning, we learn binary masks that…