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Gustav Šír

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Five human dangers of Artificial Intelligence

from the perspective of a simple AI researcher

Apr 27, 2023

Five human dangers of Artificial Intelligence

Apr 27, 2023

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TDS Archive

Towards Deep Learning for Relational Databases

Generalizing deep learning architectures for natural integration with principles and practice of relational databases.

Nov 29, 2022

Towards Deep Learning for Relational Databases

Nov 29, 2022

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TDS Archive

Beyond Graph Neural Networks with PyNeuraLogic

Differentiable logic programming in Python for elegant encoding and extending of GNNs towards more complex deep relational models

Feb 28, 2022

Beyond Graph Neural Networks with PyNeuraLogic

Feb 28, 2022

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TDS Archive

From Graph ML to Deep Relational Learning

Integrating neural networks with relational learning to reach beyond the current state of structured deep learning models, such as GNNs.

Feb 21, 2022

From Graph ML to Deep Relational Learning

Feb 21, 2022

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TDS Archive

What is Neural-Symbolic Integration?

A survey into the history of combining symbolic AI with deep learning

Feb 14, 2022

What is Neural-Symbolic Integration?

Feb 14, 2022

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TDS Archive

What is Relational Machine Learning?

A dive into fundamentals of learning representations beyond feature vectors

Feb 8, 2022

What is Relational Machine Learning?

Feb 8, 2022

Gustav Šír

Gustav Šír

Book Author

ML/AI researcher @ CTU | some industry experience incl. Google and IBM Research |

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