3 papers
cs.LG2026
Large-Scale Data Parallelization of Product Quantization and Inverted Indexing Using Dask
Ashley N. Abraham, Andrew Strelzoff, Haley R. Dozier +2
Large-scale Nearest Neighbor (NN) search, though widely utilized in the similarity search field, remains challenged by the computational limitations inherent in processing large sc…
cs.LG2026
Product Quantization for Surface Soil Similarity
Haley Dozier, Althea Henslee, Ashley Abraham +2
The use of machine learning (ML) techniques has allowed rapid advancements in many scientific and engineering fields. One of these problems is that of surface soil taxonomy, a rese…
cs.LG2025
Characteristic Energy Behavior Profiling of Non-Residential Buildings
Haley Dozier, Althea Henslee
Due to the threat of changing climate and extreme weather events, the infrastructure of the United States Army installations is at risk. More than ever, climate resilience measures…