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Papers matching “parameter efficiency” 58

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Multi-Objective Lookahead Bayesian Optimization for Process Parameter Optimization in Non-Isothermal Glass Molding
2025 Procedia CIRP article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Hendrik Mende, Lukas Jäschke, Gustavo Schewinski, Dennis Grunert, Robert Heinrich Schmitt

0

citations
Efficiency Versus Accuracy: A Review of Design Techniques for DNN Hardware Accelerators
2021 IEEE Access article Computer Science Advanced Neural Network Applications Open access cited by 1 patent

Cecilia Latotzke, Tobias Gemmeke

34

citations
In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics
2025 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Diederick Vermetten, Thomas Bäck

22

citations
A high-resolution downscaling approach for solar irradiance using statistical parameter matching
2025 Renewable Energy article Computer Science Solar Radiation and Photovoltaics Open access

Olalekan Omoyele, Maximilian Hoffmann, Jann Michael Weinand, Miguel Larrañeta, Jochen Linßen, Detlef Stolten

11

citations
KAN We Improve on HEP Classification Tasks? Kolmogorov–Arnold Networks Applied to an LHC Physics Example
2025 Computing and Software for Big Science article Computer Science Neural Networks and Applications Open access

J. Erdmann, Florian Mausolf, Jan Lukas Späh

2

citations
Fast and robust Bayesian inference using Gaussian processes with GPry
2023 Journal of Cosmology and Astroparticle Physics article Computer Science Gaussian Processes and Bayesian Inference Open access

Jonas El Gammal, Nils Schöneberg, Jesús Torrado, Christian Fidler

21

citations
Statistical temporal pattern extraction by neuronal architecture
2023 Physical Review Research article Computer Science Neural Networks and Applications Open access

Sandra Nestler, Moritz Helias, Matthieu Gilson

1

citations
Variational quantum generative modeling by sampling expectation values of tunable observables
2025 npj Quantum Information article Computer Science Quantum Computing Algorithms and Architecture Open access

Andrii Kurkin, Adrián Pérez-Salinas, Elvira Shishenina, Vedran Dunjko, Hao Wang

0

citations
Recognizing Proper Tree-Graphs
2020 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Computer Science Advanced Graph Theory Research Open access

Steven Chaplick, Petr A. Golovach, Tim A. Hartmann, Dušan Knop

2

citations
Machine-readable specification and intelligent cloud-based execution of logical test cases for automated driving functions
2024 Automated Software Engineering article Computer Science Software Testing and Debugging Techniques Open access

Max‐Arno Meyer, Mehdi Zouari, Sebastian Bannenberg, Markus Deppe, Sébastien Christiaens, Sung-Yong Lee, +1 more

2

citations
Experimental Bayesian Calibration of Trapped-Ion Entangling Operations
2022 PRX Quantum article Computer Science Quantum Information and Cryptography Open access

Lukas Gerster, Fernando Martínez-García, Pavel Hrmo, Martin W. van Mourik, Benjamin Wilhelm, Davide Vodola, +4 more

22

citations
Accuracy-Aware Mixed-Precision GPU Auto-Tuning
2026 IEEE Transactions on Parallel and Distributed Systems article Computer Science Parallel Computing and Optimization Techniques Open access

Stijn Heldens, Ben van Werkhoven

2

citations
Evaluating Ground State Energies of Chemical Systems with Low-Depth Quantum Circuits and High Accuracy
2025 The Journal of Physical Chemistry A article Computer Science Quantum Computing Algorithms and Architecture Open access

Shuo Sun, Chandan Kumar, Elvira Shishenina, Christian B. Mendl

0

citations
Lightweight Automatic Modulation Classification Based on Decentralized Learning
2021 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification

Xue Gang Fu, Guan Gui, Yu Wang, Tomoaki Otsuki Ohtsuki, Bamidele Adebisi, Haris Gacanin, +1 more

96

citations
Exploring Hardware-Efficient Architectures of Golomb–Rice Decoder for TinyML Applications
2025 Journal of Circuits Systems and Computers article Computer Science Advanced Neural Network Applications

Mounika Vaddeboina, Alper Yilmazer, Wolfgang Ecker

0

citations
Toward a linear-ramp QAOA protocol: evidence of a scaling advantage in solving some combinatorial optimization problems
2025 npj Quantum Information article Computer Science Quantum Computing Algorithms and Architecture Open access

J. A. Montañez-Barrera, Kristel F. L. Michielsen

34

citations
ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-Based Systems
2021 IEEE Access article Computer Science Numerical Methods and Algorithms Open access

Suresh Nambi, Salim Ullah, Siva Satyendra Sahoo, Aditya Lohana, Farhad Merchant, Akash S. Kumar

32

citations
Hard Problems on Random Graphs
2020 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Computer Science Advanced Graph Theory Research Open access

Jan Dreier, Henri Lotze, Peter Rossmanith

0

citations
Hybrid Inference Optimization for AI-Enhanced Turbulent Boundary Layer Simulation on Heterogeneous Systems
2026 JuSER Publikationsportal article Computer Science Parallel Computing and Optimization Techniques Open access

Fabian Orland, Tom Hilgers, Fabian Hübenthal, Rakesh Sarma, Andreas Lintermann, Christian Terboven

0

citations
Quantum Computational Complexity of Matrix Functions
2026 PRX Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

Santiago Cifuentes, Samson Wang, Thais de Lima Silva, Mario Berta, Leandro Aolita

0

citations
Discovering uncertainty: Bayesian constitutive artificial neural networks
2024 Computer Methods in Applied Mechanics and Engineering article Computer Science Gaussian Processes and Bayesian Inference Open access

Kevin Linka, Gerhard A. Holzapfel, Ellen Kuhl

37

citations
Subspace Adaptation Prior for Few-Shot Learning
2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Aske Plaat, Jan N. van Rijn

4

citations
Trainable embedding quantum physics informed neural networks for solving nonlinear PDEs
2025 Scientific Reports article Computer Science Quantum Computing Algorithms and Architecture Open access

Norbert Hosters, Matthias Möller

13

citations
Dynamical subset sampling of quantum error-correcting protocols
2024 Physical Review Research article Computer Science Quantum Computing Algorithms and Architecture Open access

Sascha Heußen, Manuel Rispler, Markus Michael Müller

7

citations
On solving classes of positive-definite quantum linear systems with quadratically improved runtime in the condition number
2021 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

Davide Orsucci, Vedran Dunjko

16

citations