From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “computational learning theory” 41

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

On establishing learning separations between classical and quantum machine learning with classical data
2022 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Casper Gyurik, Vedran Dunjko

9

citations
Integrating information theory and adversarial learning for cross-modal retrieval
2021 Pattern Recognition article Computer Science Multimodal Machine Learning Applications Open access

Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew

32

citations
Integrating Information Theory and Adversarial Learning for Cross-modal Retrieval
2021 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access

Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew

0

citations
The Parameterized Complexity of Learning Monadic Second-Order Logic
2025 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Computer Science Advanced Graph Theory Research Open access

Steffen van Bergerem

0

citations
On the Parameterized Complexity of Learning First-Order Logic
2022 ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems (PODS) conference-paper Computer Science Advanced Graph Theory Research

Steffen van Bergerem, Martin Grohe, Martin Ritzert

3

citations
The Parameterized Complexity of Learning Monadic Second-Order Logic
2023 HAL (Le Centre pour la Communication Scientifique Directe) conference-paper Computer Science Advanced Graph Theory Research Open access

Steffen van Bergerem, Martin Grohe, Nina Runde

0

citations
The Parameterized Complexity of Learning Monadic Second-Order Logic
2025 Leibniz international proceedings in informatics article Computer Science Advanced Graph Theory Research Open access

Steffen van Bergerem, Martin Grohe, Nina Runde

0

citations
Reliability-Optimal Offloading in Low-Latency Edge Computing Networks: Analytical and Reinforcement Learning Based Designs
2021 IEEE Transactions on Vehicular Technology article Computer Science IoT and Edge/Fog Computing

Yao Lin Zhu, Yulin Hu, Tianyu Yang, Tao Yang, Jannik Vogt, Anke Schmeink

31

citations
Exponential separations between classical and quantum learners
2023 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Casper Gyurik, Vedran Dunjko

7

citations
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
Transfer Learning as Tool to Enhance Predictions of Molecular Properties Based on 2D Projections
2020 Advanced Theory and Simulations article Computer Science Computational Drug Discovery Methods Open access cited by 1 patent

Niklas Julian Lentelink, Stefan Palkovits

9

citations
SymSeqBench: a unified framework for the generation and analysis of rule-based symbolic sequences and datasets
2025 arXiv (Cornell University) preprint Computer Science semigroups and automata theory Open access

Barna Zajzon, Younes Bouhadjar, Maxime Fabre, Felix Schmidt, Noah Ostendorf, Emre Neftci, +2 more

0

citations
Provable learning separation for predicting time-evolution of quantum many-body systems
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Rahul Bandyopadhyay, Riccardo Molteni, Jens Eisert, Vedran Dunjko, Sofiène Jerbi

0

citations
Shadows of quantum machine learning
2024 Nature Communications article Computer Science Quantum Computing Algorithms and Architecture Open access

Sofiène Jerbi, Casper Gyurik, Simon C. Marshall, Riccardo Molteni, Vedran Dunjko

68

citations
Quantum machine learning beyond kernel methods
2023 Nature Communications article Computer Science Quantum Computing Algorithms and Architecture Open access

Sofiène Jerbi, Lukas J. Fiderer, Hendrik Poulsen Nautrup, Jonas M. Kübler, Hans J. Briegel, Vedran Dunjko

228

citations
Fast body part segmentation and tracking of neonatal video data using deep learning
2020 Medical & Biological Engineering & Computing article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent

Christoph Hoog Antink, Joana Carlos Mesquita Ferreira, Michael Paul, Simon Lyra, Konrad Heimann, Srinivasa Karthik, +5 more

113

citations
Service robots, customers and service employees: what can we learn from the academic literature and where are the gaps?
2020 Journal of Service Theory and Practice article Computer Science AI in Service Interactions Open access

Vinh Nhat Lu, Jochen Wirtz, Werner H. Kunz, Stefanie Paluch, Thorsten Gruber, Antje Martins, +1 more

573

citations
SymSeqBench: a unified framework for the generation and analysis of rule-based symbolic sequences and datasets
2025 JuSER (Forschungszentrum Jülich) preprint Computer Science semigroups and automata theory Open access

Barna Zajzon, Younes Bouhadjar, Maxime Fabre, Felix Schmidt, Noah Ostendorf, Emre Neftci, +2 more

0

citations
On the Impossibility of Actively Secure Distributed Samplers
2025 Lecture notes in computer science conference-paper Computer Science Cryptography and Data Security Open access

Damiano Abram, Serge Fehr, Maciej Obremski, Peter Schöll

2

citations
Data variability in neural network Bayesian inference
2025 Physical Review Research article Computer Science Gaussian Processes and Bayesian Inference Open access

0

citations
Reconstructing Disease Histories in Huge Discrete State Spaces
2024 Künstliche Intell. article Computer Science Bayesian Modeling and Causal Inference Open access

Rudolf Schill, Maren Klever, Kevin Rupp, Y. Linda Hu, Peter Georg, Simon Pfahler, +5 more

11

citations
The Complexity of Homomorphism Reconstructibility
2025 ACM Transactions on Computation Theory article Computer Science Advanced Graph Theory Research Open access

Jan Böker, Louis Härtel, Nina Runde, Tim Seppelt, Christoph Standke

0

citations
The Complexity of Homomorphism Reconstructibility
2023 arXiv (Cornell University) preprint Computer Science Advanced Graph Theory Research Open access

Jan Böker, Louis Härtel, Nina Runde, Tim Seppelt, Christoph Standke

1

citations
Stärken und Grenzen des Weisfeiler-Leman-Algorithmus
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Advanced Graph Theory Research Open access

Sandra Kiefer

7

citations
Unified field theoretical approach to deep and recurrent neuronal networks
2022 Journal of Statistical Mechanics Theory and Experiment article Computer Science Gaussian Processes and Bayesian Inference Open access

Kai Segadlo, Bastian Epping, Alexander van Meegen, David Dahmen, Moritz Helias

17

citations