3 papers
cs.AI2026
VQ-bench: A Composable Vector Quantization Framework
Ashwin Padaki, Amir Ingber, Edo Liberty
Vector quantization is an old problem but has recently become central to AI infrastructure. It is therefore experiencing a surge of renewed engineering and research activity. This…
cs.DS2026
Nearly Optimal Attention Coresets
Edo Liberty, Alexandr Andoni, Eldar Kleiner
We consider the problem of estimating the Attention mechanism in small space, and prove the existence of coresets for it of nearly optimal size. Specifically, we show that for any…
cs.CL2025
SIGIR 2025 -- LiveRAG Challenge Report
David Carmel, Simone Filice, Guy Horowitz +6
The LiveRAG Challenge at SIGIR 2025, held between March and May 2025, provided a competitive platform for advancing Retrieval-Augmented Generation (RAG) technologies. Participants…