Research Centre for the Mathematical Foundations of Generative AI

university

https://www.polyu.edu.hk/ama/cmfai/index.html

AI & ML interests

Generative AI

Recent Activity

Stephen-SMJ submitted a paper 12 days ago

When Does Dense Retrieval Need Asymmetric Geometry? A Bias-Variance Theory of Shared and Dual Projections

Stephen-SMJ submitted a paper 7 months ago

DARE: Aligning LLM Agents with the R Statistical Ecosystem via Distribution-Aware Retrieval

Stephen-SMJ submitted a paper 9 months ago

DSAEval: Evaluating Data Science Agents on a Wide Range of Real-World Data Science Problems

View all activity

submitted a paper to Daily Papers 12 days ago

When Does Dense Retrieval Need Asymmetric Geometry? A Bias-Variance Theory of Shared and Dual Projections

Paper • 2609.32488 • Published 16 days ago • 27

submitted a paper to Daily Papers 7 months ago

DARE: Aligning LLM Agents with the R Statistical Ecosystem via Distribution-Aware Retrieval

Paper • 2603.04743 • Published Mar 5 • 33

submitted a paper to Daily Papers 9 months ago

DSAEval: Evaluating Data Science Agents on a Wide Range of Real-World Data Science Problems

Paper • 2601.13591 • Published Jan 20 • 2

authored a paper about 2 years ago

LAMBDA: A Large Model Based Data Agent

Paper • 2407.17535 • Published Jul 24, 2024 • 37