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119730

Juniorprofessur für Mathematik des Maschinellen Lernens
IDI:(DE-82)119730_20221018

⇧ RWTH Aachen ⇧

Recent Publications

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Convergence of Gradient Descent for Recurrent Neural Networks: A Nonasymptotic Analysis
SIAM journal on mathematics of data science 7(2), 826-854 () [10.1137/24M1642500]  GO BibTeX | EndNote: XML, Text | RIS

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Fisher–Rao Gradient Flows of Linear Programs and State-Action Natural Policy Gradients
SIAM journal on optimization 35(2), 1060-1088 () [10.1137/24M1653422]  GO BibTeX | EndNote: XML, Text | RIS

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Applying the FAIR Principles to Open Educational Resources: A Semantic Similarity Approach to Improve Resource Discovery
IEEE access 13, 136626-136642 () [10.1109/ACCESS.2025.3594963]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Fast Online Learning of Vulnerabilities for Networks With Propagating Failures
IEEE ACM transactions on networking : TON 32(5), 4025-4039 () [10.1109/TNET.2024.3405798]  GO BibTeX | EndNote: XML, Text | RIS

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Sample Complexity and Overparameterization Bounds for Temporal-Difference Learning With Neural Network Approximation
IEEE Transactions on Automatic Control 68(5), 2891-2905 () [10.1109/TAC.2023.3234234]  GO BibTeX | EndNote: XML, Text | RIS

All known publications ...
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 Record created 2022-10-18, last modified 2022-10-19
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