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Analytic Computing

Analytic Computing Videos

Steffen Staab Keynote at the AI4Industry Summer School 2024

67:37
© CC-BY-SA

Steffen Staab's talk at the 2024 Summer School on AI Technologies for Trust, Interoperability, Autonomy and Resilience in Industry 4.0 (AI4Industry Summer School), which was conducted from July 22 to 26, 2024.

Date: 2024-07-22 to 2024-07-26
Speaker: Steffen Staab

Aidan Hogan - Knowledge Graphs in the age of Large Language Models

67:15
Video transcription

Probabilistic Circuits Tutorial by Antonio Vergari - Part 1

79:15

Antonio Vegari is a Lecturer (Assistant Professor) in Machine Learning at the University of Edinburgh. In this tutorial, he introduces the framework of probabilistic circuits (PCs), tractable computational graphs in which imposing structure guarantees exact probabilistic reasoning in polynomial (often linear) time.

Date: 2023-01-25
Speaker: Antonio Vergari

Probabilistic Circuits Tutorial by Antonio Vergary - Part 2

67:07

Antonio Vegari is a Lecturer (Assistant Professor) in Machine Learning at the University of Edinburgh. In this tutorial, he introduces the framework of probabilistic circuits (PCs), tractable computational graphs in which imposing structure guarantees exact probabilistic reasoning in polynomial (often linear) time.

Date: 2023-01-25
Speaker: Antonio Vergari

Probabilistic Circuits Tutorial by Antonio Vergari - Part 3

65:02

Antonio Vegari is a Lecturer (Assistant Professor) in Machine Learning at the University of Edinburgh. In this tutorial, he introduces the framework of probabilistic circuits (PCs), tractable computational graphs in which imposing structure guarantees exact probabilistic reasoning in polynomial (often linear) time.

Date: 2023-01-25
Speaker: Antonio Vergari

Fairness in Informationssystemen

Source: YouTube

Prof. Steffen Staab from the Institute for Parallel and Distributed Systems describes how algorithms make decisions that increasingly influence our lives. The talk was part of the Diversity Day program on May 31, 2022, under the theme "Smart through Diversity. Through diversity to success."

Date: 2022-05-31
Speaker: Steffen Staab
Original source: University of Stuttgart (YouTube channel)

Faithful Embeddings for EL++ Knowledge Bases

11:04

Paper Lecture: Bo Xiong, Nico Potyka, Trung-Kien Tran, Mojtaba Nayyeri, Steffen Staab: Faithful Embeddings for EL++ Knowledge Bases. ISWC 2022: 22-38.

Date: 2022-09-02
Speaker: Bo Xiong.
Project: KnowGraphs.
Related news: Bo Xiong Receives Award for Best Student Research Paper at ISWC 2022.
Paper preprint: https://doi.org/10.48550/arXiv.2201.09919.

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