192 citations · 407 across the 13 of their papers we have counts for
4 papers · 1 filter
LightVA: Lightweight Visual Analytics with LLM Agent-Based Task Planning and Execution
Yuheng Zhao, Junjie Wang, Linbin Xiang +5
Visual analytics (VA) requires analysts to iteratively propose analysis tasks based on observations and execute tasks by creating visualizations and interactive exploration to gain…
From Stem to Stern: Contestability Along AI Value Chains
Agathe Balayn, Yulu Pi, David Gray Widder +9
This workshop will grow and consolidate a community of interdisciplinary CSCW researchers focusing on the topic of contestable AI. As an outcome of the workshop, we will synthesize…
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey
Nikolaos Pippas, Elliot A. Ludvig, Cagatay Turkay
Reinforcement Learning (RL) has experienced significant advancement over the past decade, prompting a growing interest in applications within finance. This survey critically evalua…
LEVA: Using Large Language Models to Enhance Visual Analytics
Yuheng Zhao, Yixing Zhang, Yu Zhang +5
Visual analytics supports data analysis tasks within complex domain problems. However, due to the richness of data types, visual designs, and interaction designs, users need to rec…