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Angelov, Plamen
2023
Table of Contents:
“... -- Delineation of prostate boundary from medical images via a mathematical formula-based hybrid algorithm -- Diversifying non-dissipative Reservoir Computing dynamics -- Efficient Reinforcement Learning using State-Action Uncertainty with Multiple Heads -- Exploring...”2023
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Yagawa, Genki
2023
Table of Contents:
“...1. Overview -- 2. Mathematical Background for Deep Learning -- 3. Computational Mechanics with Deep Learning -- 4. Numerical Quadrature with Deep Learning -- 5. Improvement of Finite Element Solutions with Deep Learning -- 6. Contact Mechanics with Deep...”2023
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Blumenstein, Michael
2023
Table of Contents:
“... -- mathematics -- neural networks -- object recognition -- pattern recognition semantics -- signal processing....”2023
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Blumenstein, Michael
2023
Table of Contents:
“... -- mathematics -- neural networks -- object recognition -- pattern recognition semantics -- signal processing....”2023
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Blumenstein, Michael
2023
Table of Contents:
“... -- mathematics -- neural networks -- object recognition -- pattern recognition semantics -- signal processing....”2023
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Evtushenko, Yuri
2023
Table of Contents:
“...Mathematical Programming -- Representation of the Eternal Vertex Cover Problem as a Dynamic Stackelberg Game -- The pth-Order Karush-Kuhn-Tucker Type Optimality Conditions for Nonregular Inequality Constrained Optimization Problems -- Convergence Rate...”2023
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Huang, Xiaowei
2023
Table of Contents:
“...1. Introduction -- 2. Safety of Simple Machine Learning Models -- 3. Safety of Deep Learning -- 4. Robustness Verification of Deep Learning -- 5. Enhancement to Robustness and Generalization -- 6. Probabilistic Graph Model -- A. Mathematical Foundations...”2023
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Frasson, Claude
2023
Table of Contents:
“...Augmented Intelligence in Tutoring systems: Language Proficiency Enhanced Knowledge Tracing -- Recommending Mathematical Tasks Based on Reinforcement Learning and Item Response Theory -- A Framework for Automatic Task Ontology Execution in a Complex...”2023
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