The linear–quadratic mean field social control problem is studied in a large-population system with heterogeneous agents following the direct approach. A graph is introduced to represent the network ...

Integrating these systems into existing AI frameworks like TensorFlow or PyTorch can be challenging, as it often involves modifying core components to support sub-quadratic operations. Monarch Mixer: ...

Sub-quadratic systems, however, overcome these challenges, allowing AI models to train and run much more efficiently. This efficiency brings new possibilities for AI, making it accessible and ...

Furthermore, we constructed a medical domain knowledge graph for HICH, named HKG, which is served as an “external knowledge brain” of H-SYSTEM to enhance its text recognition and automated ...

Abstract Can linear systems be solved faster than matrix multiplication? While there has been remarkable progress for the special cases of graph structured linear systems, in the general setting, the ...

Keywords: survey, recommender systems, graph neural networks, beyond-accuracy, diversity, serendipity, novelty, fairness Citation: Duricic T, Kowald D, Lacic E and Lex E (2023) Beyond-accuracy: a ...

Citation: Ogunleke AO, Olawuyi SO and Ijila OJ (2023) The pattern of healthy diets and zero hunger among households in South-West Nigeria: application of linear approximation to quadratic almost ideal ...

quantum quantum-computing linear-systems linear-equations hhl linear-equation-solver hhl-algorithm variational-quantum-algorithms Readme Apache-2.0 license ...