Data platforms and analytics
Project
Sublinear Approximation for Large-scale Data Science
One challenge in large scale data science is that even linear algorithms can result in large data processing cost and long latency, which limit the interactivity of the system and the productivity of data scientists.…
Publication
Gradient Flows in Dataset Space
Publication
Neural Formatting for Spreadsheet Tables
Video
Harmonizing the declarative and imperative in database systems
Most relational database engines allow users to express their intent with both declarative SQL and imperative functions/procedures, and practitioners often combine the two in database applications. But while today’s database systems employ highly sophisticated techniques…
