Data Science
Data science aims to extract meaningful insights from data using computational tools and statistical methods, primarily focusing on prediction, analysis, and knowledge discovery. Current research emphasizes the development and application of large language models (LLMs) and other foundation models for diverse tasks, including automating data analysis pipelines, improving model interpretability, and addressing ethical considerations in AI. This field is crucial for advancing scientific discovery across disciplines and driving innovation in various sectors through data-driven decision-making and the development of intelligent systems.
Papers
September 6, 2022
August 24, 2022
August 4, 2022
July 28, 2022
July 19, 2022
July 16, 2022
June 21, 2022
June 9, 2022
May 24, 2022
May 16, 2022
May 11, 2022
April 29, 2022
April 3, 2022
March 28, 2022
March 27, 2022
March 23, 2022
March 21, 2022
March 17, 2022
March 15, 2022