20 citations · 30 across the 8 of their papers we have counts for
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cs.AI2024★ 20 cited
A Survey on Large Language Model-based Agents for Statistics and Data Science
Maojun Sun, Ruijian Han, Binyan Jiang +4
In recent years, data science agents powered by Large Language Models (LLMs), known as "data agents," have shown significant potential to transform the traditional data analysis pa…
cs.AI2024★ 10 cited
LAMBDA: A Large Model Based Data Agent
Maojun Sun, Ruijian Han, Binyan Jiang +4
We introduce LArge Model Based Data Agent (LAMBDA), a novel open-source, code-free multi-agent data analysis system that leverages the power of large language models. LAMBDA is des…
stat.ML2024
Adaptive debiased SGD in high-dimensional GLMs with streaming data
Ruijian Han, Lan Luo, Yuanhang Luo +2
Online statistical inference facilitates real-time analysis of sequentially collected data, making it different from traditional methods that rely on static datasets. This paper in…