2 papers
cs.IR2026
Relevance-Based Embeddings: Lightweight Candidate Retrieval via Heavy-Ranker Calls
Kirill Shevkunov, Andrey Ploskonosov, Liudmila Prokhorenkova
In many machine learning applications, the most relevant items for a query should be efficiently retrieved. The relevance function is usually an expensive similarity model, making…
cs.LG2020
Overlapping Spaces for Compact Graph Representations
Kirill Shevkunov, Liudmila Prokhorenkova
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 spac…