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Papers matching “network theory” 86

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A theory of data variability in Neural Network Bayesian inference
2023 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Javed Lindner, David Dahmen, Michael Krämer, Moritz Helias

0

citations
Degenerate flag varieties in network coding
2021 Advances in Mathematics of Communications article Computer Science Cooperative Communication and Network Coding Open access

Ghislain Fourier, Gabriele Nebe

9

citations
Field theory for optimal signal propagation in residual networks
2025 Physical review. E article Computer Science Stochastic Gradient Optimization Techniques Open access

Kirsten Fischer, David Dahmen, Moritz Helias

0

citations
Data variability in neural network Bayesian inference
2025 Physical Review Research article Computer Science Neural Networks and Applications Open access

0

citations
Wireless Network Planning
2022 IEEE International Conference on Advanced Trends in Information Theory (ATIT) conference-paper Computer Science Wireless Networks and Protocols

Vitalii A. Marianovskyi, Daryna Feshchenko, Maksym Lytovka

0

citations
From Kernels to Features: A Multi-Scale Adaptive Theory of Feature Learning
2025 JuSER (Forschungszentrum Jülich) conference-paper Computer Science Neural Networks and Applications Open access

Noa Rubin, Javed Lindner, David Dahmen, Inbar Seroussi, Zohar Ringel, M. Krämer, +1 more

0

citations
A Systematic Review of Spectral Graph Methods for 5G Core Network Slicing: Methods, Architectures, and Future Research Directions
2025 International Journal on Advanced Computer Theory and Engineering review Computer Science Software-Defined Networks and 5G Open access

Emily L. Thompson, Karl Schneider, Alexei Petrov

0

citations
A Mean-Field Theory of Transformers: Well-Posedness of the Coupled Data--Parameter Dynamics and Global Convergence of Training
2026 arXiv (Cornell University) preprint Computer Science Stochastic Gradient Optimization Techniques Open access

Michael Herty, Hailiang Liu

0

citations
Optimization-Free Diffusion Model -- A Perturbation Theory Approach
2025 arXiv (Cornell University) preprint Computer Science Generative Adversarial Networks and Image Synthesis Open access

Yuehaw Khoo, Mathias Oster, Yifan Peng

0

citations
Future Directions in the Theory of Graph Machine Learning
2024 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Fabrizio Frasca, Nadav Dym, Haggai Maron, İsmail İlkan Ceylan, Ron Levie, Derek Lim, +3 more

0

citations
Towards an Isabelle Theory for distributed, interactive systems : the untimed case
2020 RWTH Publications (RWTH Aachen) report Computer Science Formal Methods in Verification Open access

Jens Christoph Bürger, Hendrik Kausch, Deni Raco, Jan Oliver Ringert, Bernhard Rumpe⋆, Sebastian Stüber, +1 more

3

citations
Towards a Theory of Machine Learning on Graphs and its Applications in Combinatorial Optimization
2024 conference-paper Computer Science Graph Theory and Algorithms Open access

Christopher Morris

0

citations
On the Group Coverage Centrality Problem: Parameterized Complexity and Heuristics
2023 Society for Industrial and Applied Mathematics eBooks conference-paper Computer Science Advanced Graph Theory Research

Christian Komusiewicz, Jannis Schramek, Frank O. Sommer

1

citations
Aging and reliability of quantum networks
2024 Physical Review A article Computer Science Quantum Information and Cryptography Open access

Lisa T. Weinbrenner, Lina Vandré, Tim Coopmans, Otfried Gühne

9

citations
Learning Interacting Theories from Data
2023 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access

Claudia Merger, Alexandre René, Kirsten Fischer, Peter Bouss, Sandra Nestler, David Dahmen, +2 more

0

citations
Lecture Notes on Quantum Electrical Circuits
2024 book Computer Science Quantum Computing Algorithms and Architecture Open access

Alessandro Ciani, David Peter Divincenzo, Barbara M. Terhal

11

citations
I Know What Your Layers Did: Layer-wise Explainability of Deep Learning Side-channel Analysis
2026 IACR Communications in Cryptology article Computer Science Cryptographic Implementations and Security Open access

Guilherme Perin, Sengim Karayalçın, Lichao Wu, Stjepan Picek

1

citations
Towards Continuous Mathematical Models for the Analysis of Classes of Deep Neural Networks
2024 Springer eBooks book-chapter Computer Science Neural Networks and Applications

Angela Kunoth, Mathias Oster, Reinhold Schneider

0

citations
Towards quantum advantage via topological data analysis
2022 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

Casper Gyurik, Chris Cade, Vedran Dunjko

43

citations
Double Descent in Quantum Kernel Methods
2025 PRX Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

1

citations
A Systematic Review of Graph-Theoretic Approaches to: Lightweight Block Cipher Design: Methods, Architectures, and Future Research Directions
2025 International Journal on Advanced Computer Theory and Engineering review Computer Science Cryptographic Implementations and Security Open access

Emily L. Thompson, Karl Schneider, Alexei Petrov

0

citations
Hypergraphs and simplicial complexes in focus: a roadmap for future research in higher-order interactions
2026 Journal of Physics Complexity article Computer Science Topological and Geometric Data Analysis Open access

Aida Abiad, Alex Arenas, Agnes Backhausz, József Balogh, Christopher R. S. Banerji, Sergio Barbarossa, +28 more

2

citations
Critical feature learning in deep neural networks
2024 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access

Javed Lindner, David Dahmen, Zohar Ringel, M. Krämer, Moritz Helias

0

citations
Performative Transactions
2024 CRC Press eBooks book-chapter Computer Science Music Technology and Sound Studies

Adam Łukawski

0

citations
Average Reliability-Optimal Offloading for Mobile Edge Computing in Low-Latency Industrial IoT Networks
2025 IEEE Transactions on Mobile Computing article Computer Science IoT and Edge/Fog Computing

Jie Wang, Yulin Hu, M. Cenk Gursoy, Anke Schmeink

5

citations