2 papers
cs.DB2026
Toward a Causal Data Management Ecosystem for Decision Making and Agentic AI
Dazhuo Qiu, Yingli Zhou, Amedeo Pachera +2
Modern AI is no longer a single model but an ecosystem: classical ML predictors, deep and multimodal models, large language models, and agents, each trained and tuned over differen…
cs.DB2024
What If: Causal Analysis with Graph Databases
Amedeo Pachera, Mattia Palmiotto, Angela Bonifati +1
Graphs are expressive abstractions representing more effectively relationships in data and enabling data science tasks. They are also a widely adopted paradigm in causal inference…