Taemin Heo

Sample Efficient Learning of Factored Embeddings of Tensor Fields

Data tensors of orders 2 and greater are now routinely being generated. These data collections are increasingly huge and growing. Many scientific and medical data tensors are tensor fields (e.g., images, videos, geographic data) in which the spatial neighborhood contains important information. Direc…