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Papers matching “scalable learning” 341

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Scalable Semi-Supervised Graph Learning Techniques for Anti Money Laundering
2024 IEEE Access article Social Sciences Crime, Illicit Activities, and Governance Open access

Md. Rezaul Karim, Felix Hermsen, Sisay Adugna Chala, Paola de Perthuis, Avikarsha Mandal

35

citations
Learning Lifted STRIPS Models from Action Traces Alone: A Simple, General, and Scalable Solution
2024 arXiv (Cornell University) preprint Computer Science AI-based Problem Solving and Planning Open access

Jonas Gösgens, Héctor Geffner

0

citations
A highly scalable deep learning language model for common risks prediction among psychiatric inpatients
2025 BMC Medicine article Computer Science Machine Learning in Healthcare Open access

Enzhao Zhu, Jiayi Wang, Chunbo Li, Fazhan Chen, Kang Ju, Liangliang Chen, +12 more

7

citations
EXCALIBUR LA - An Extendable and Scalable Infrastructure Build for Learning Analytics
2022 IEEE International Conference on Advanced Learning Technologies (ICALT) conference-paper Computer Science Online Learning and Analytics

Sven Judel, Ulrik Schroeder

9

citations
Scalable Procedural Content Generation via Transfer Reinforcement Learning
2024 Communications in computer and information science conference-paper Computer Science Artificial Intelligence in Games

Matthias Müller-Brockhausen, Ahmed Khalifa, Mike Preuß

0

citations
Learning Lifted STRIPS Models from Action Traces alone: A Simple, General, and Scalable Solution
2025 Proceedings of the International Conference on Automated Planning and Scheduling conference-paper Computer Science AI-based Problem Solving and Planning Open access

Jonas Gösgens, Héctor Geffner

0

citations
Inverse deep learning raytracing for scalable heliostat surface prediction
2026 RWTH Publications (RWTH Aachen) dissertation Energy Solar Thermal and Photovoltaic Systems Open access

Jan Pascal Lewen

0

citations
Efficient and Scalable AIxeleration of Reactive CFD Solvers Coupled with Deep Learning Inference on Heterogeneous Architectures
2025 conference-paper Computer Science Parallel Computing and Optimization Techniques Open access

Fabian Orland, Ludovico Nista, Nick Kocher, Joris Vanvinckenroye, Heinz G. Pitsch, Christian Terboven

2

citations
itwinai: A Python Toolkit for Scalable Scientific Machine Learning on HPC Systems
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Cloud Computing and Resource Management Open access

Matteo Bunino, Jarl Sondre Sæther, Linus Maximilian Eickhoff, Anna Elisa Lappe, Kalliopi Tsolaki, Killian Verder, +7 more

0

citations
Deep hashing with self-supervised asymmetric semantic excavation and margin-scalable constraint
2022 Neurocomputing article Computer Science Advanced Image and Video Retrieval Techniques Open access

Zhengyang Yu, Song Wu, Zhihao Dou, Erwin M. Bakker

9

citations
A Systematic Review of Social Media Analytics Pipelines: Verification, Optimization, and Scalable Computing Perspectives
2025 International Journal on Advanced Computer Theory and Engineering review Decision Sciences Big Data Technologies and Applications Open access

A. G. Lewis, B. Horváth, R. Costa

0

citations
Scalable Gaussian Process Regression via Deterministic Trigonometric Features: Uniform Bounds for Safe Model Predictive Control
2026 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Julius Jagdt, Johanna Menn, Sebastian Trimpe, Melanie N. Zeilinger, Anna Scampicchio

0

citations
Towards Scalable and Feature-Driven Validation of Cyber-Physical Systems via Active Exploration of Scenario Spaces
2025 preprint Decision Sciences Simulation Techniques and Applications Open access

Osama Maqbool, Jürgen Roßmann

0

citations
Towards Scalable Robust Charge Transition Detection for Quantum Dot Devices
2025 JuSER Publikationsportal article Physics and Astronomy Quantum and electron transport phenomena Open access

0

citations
Saving Energy and Spectrum in Enabling URLLC Services: A Scalable RL Solution
2023 IEEE Transactions on Industrial Informatics article Engineering Advanced Wireless Network Optimization Open access

Milad Ganjalizadeh, Hossein Shokri‐Ghadikolaei, Amin Azari, Abdulrahman Alabbasi, Marina Petrova

12

citations
Semi-supervised Learning in Distributed Split Learning Architecture and IoT Applications
2023 IEEE International Symposium on Autonomous Decentralized Systems (ISADS) conference-paper Computer Science Privacy-Preserving Technologies in Data

Mahdi Barhoush, Ahmad Ayad, Anke Schmeink

8

citations
A modular and scalable workflow for data-driven modelling of shallow landslide susceptibility
2022 conference-abstract Environmental Science Landslides and related hazards Open access

Ann-Kathrin Edrich, Anil Yıldiz, Ribana Roscher, Julia Kowalski

2

citations
GoSafeOpt: Scalable safe exploration for global optimization of dynamical systems
2023 Artificial Intelligence article Computer Science Reinforcement Learning in Robotics Open access

Bhavya Sukhija, Matteo Turchetta, David Lindner, Andreas Krause, Sebastian Trimpe, Dominik Baumann

12

citations
GoSafeOpt: Scalable Safe Exploration for Global Optimization of Dynamical Systems
2022 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Bhavya Sukhija, Matteo Turchetta, David Lindner, Andreas Krause, Dominik Baumann

0

citations
On-Chip Learning via Transformer In-Context Learning
2024 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access

Jan Finkbeiner, Emre Neftci

0

citations
EconoJax: A Fast & Scalable Economic Simulation in JAX
2025 Adaptive Agents and Multi-Agents Systems conference-paper Computer Science Reinforcement Learning in Robotics Open access

Koen Ponse, Aske Plaat, Bas van Stein, Thomas M. Moerland

0

citations
EconoJax: A Fast & Scalable Economic Simulation in Jax
2024 RePEc: Research Papers in Economics preprint Computer Science Reinforcement Learning in Robotics Open access

Koen Ponse, Aske Plaat, Bas van Stein, Thomas M. Moerland

0

citations
On-Chip Learning via Transformer In-Context Learning
2025 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) conference-paper Engineering Advanced Memory and Neural Computing

Jan Finkbeiner, Emre Neftci

0

citations
Learning Sketch Decompositions in Planning via Deep Reinforcement Learning
2024 arXiv (Cornell University) preprint Computer Science AI-based Problem Solving and Planning Open access

Michael Aichmüller, Héctor Geffner

0

citations
AoI-Based Scalable Edge Computing Resource Allocation in Heterogeneous IIoT Systems
2025 IEEE Wireless Communications and Networking Conference conference-paper Computer Science IoT and Edge/Fog Computing

Daniel S. Zakamulin, Mohsen Pourghasemian, Firooz B. Saghezchi, Haris Gacanin

1

citations