Titlebook: Reasoning Web. Causality, Explanations and Declarative Knowledge; 18th International S Leopoldo Bertossi,Guohui Xiao Textbook 2023 The Edit

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,Causal Inference in?Data Analysis with?Applications to?Fairness and?Explanations,ta from the AI and Statistics literature. Furthermore, we discuss how concepts from causal inference can be used to infer fairness and enable explainability in machine learning models, which are critical in responsible data science when ML is used in making high-stake decisions in various contexts.

Indecisive

Vadalog: Overview, Extensions and Business Applications, a basic overview, including an introduction to dependencies, the Datalog and Vadalog languages, (2) the extensions of the system, including arithmetic and aggregation, real-world data interfaces, temporal reasoning, and machine learning, and (3) the business applications, including: corporate gover

外星人

Textbook 2023ons of Answer Set Programming; Vadalog: Its Extensions and Business Applications; Cross-Modal Knowledge Discovery, Inference, and Challenges; Reasoning with Tractable Probabilistic Circuits; From Statistical Relational to Neural Symbolic Artificial Intelligence; Building Intelligent Data Apps in Rel

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Reasoning Web. Causality, Explanations and Declarative Knowledge18th International S

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Teodoro Baldazzi,Luigi Bellomarini,Markus Gerschberger,Aditya Jami,Davide Magnanimi,Markus Nissl,Alesieht, wie es gesehen werden und wohin es sich entwickeln m?chte. Diese Vision muss durch drei Elemente untermauert werden, die ihr erst die notwendige Klarheit und Glaubwürdigkeit verleihen! Erstens: Die Vision sollte auf einer klaren Mission aufbauen, die den eigenen Anspruch und Auftrag des Unter

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