Kirill Sergeevich Shevkunov

Overlapping Spaces for Compact Graph Representations

Various non-trivial spaces are becoming popular for embedding structured data such as graphs, texts, or images. Following spherical and hyperbolic spaces, more general product spaces have been proposed. However, searching for the best configuration of a product space is a resource-intensive procedur…