3 papers
cs.DB2026
Streaming Model Cascades for Semantic SQL
Paweł Liskowski, Kyle Schmaus
Modern data warehouses extend SQL with semantic operators that invoke large language models on each qualifying row, making per-row inference orders of magnitude more expensive than…
cs.DB2025
Cortex AISQL: A Production SQL Engine for Unstructured Data
Paweł Liskowski, Benjamin Han, Paritosh Aggarwal +11
Snowflake's Cortex AISQL is a production SQL engine that integrates native semantic operations directly into SQL. This integration allows users to write declarative queries that co…
stat.ME2018
Fitting a deeply-nested hierarchical model to a large book review dataset using a moment-based estimator
Ningshan Zhang, Kyle Schmaus, Patrick O. Perry
We consider a particular instance of a common problem in recommender systems: using a database of book reviews to inform user-targeted recommendations. In our dataset, books are ca…