2 papers
cs.DS2026
MUVERA: Multi-Vector Retrieval via Fixed Dimensional Encodings
Laxman Dhulipala, Majid Hadian, Rajesh Jayaram +2
Neural embedding models have become a fundamental component of modern information retrieval (IR) pipelines. These models produce a single embedding per data-po…
cs.DS2025
Scalable contribution bounding to achieve privacy
Vincent Cohen-Addad, Alessandro Epasto, Jason Lee +1
In modern datasets, where single records can have multiple owners, enforcing user-level differential privacy requires capping each user's total contribution. This "contribution bou…