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Papers matching “benchmark results” 458

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Quantifying the effect of quantum operations in machine learning by comparison to classically simulable variants
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Quantum Computing Algorithms and Architecture Open access

Víctor Mauricio Gutiérrez Luque

0

citations
Reducing integration complexity of learning analytics in eXtended reality through a modular and standards-based pipeline : design and evaluation of the OmiLAXR framework
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Online Learning and Analytics Open access

Sergej Görzen

0

citations
Leveraging Generative Models for ASI-based Solar Nowcasting
2024 conference-abstract Computer Science Solar Radiation and Photovoltaics Open access

Yann Fabel, Dominik Schnaus, Stefan Wilbert, Niklas Benedikt Blum, Luis Fernando Zarzalejo, Julia Kowalski, +1 more

0

citations
PhD Dissertation Report: From Benchmarking Optimization Heuristics to Dynamic Algorithm Configuration
2025 ACM SIGEVOlution article Computer Science Metaheuristic Optimization Algorithms Research Open access

Diederick Vermetten

0

citations
EveLoad: Cognitive Workload Recognition from Event-Based Eye Movements
2026 arXiv (Cornell University) preprint Computer Science Gaze Tracking and Assistive Technology Open access

G. Lu, Shaohua Guan, Zhewei Xu, Qinyu Chen

0

citations
The State of Software Engineering Practices for Machine Learning
2022 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Software Engineering Techniques and Practices Open access

Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser

0

citations
The State of Software Engineering Practices for Machine Learning
2022 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Software Engineering Techniques and Practices Open access

Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser

0

citations
The State of Software Engineering Practices for Machine Learning
2022 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Software Engineering Techniques and Practices Open access

Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser

0

citations
The State of Software Engineering Practices for Machine Learning
2022 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Software Engineering Techniques and Practices Open access

Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser

0

citations
Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning
2022 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 1 patent

Andrea Skolik, Sofiène Jerbi, Vedran Dunjko

193

citations
Reinforcement learning for optimization of variational quantum circuit architectures
2021 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Mateusz Ostaszewski, Lea M. Trenkwalder, Wojciech Masarczyk, Eleanor Scerri, Vedran Dunjko

50

citations
Smartphone video nystagmography using convolutional neural networks: ConVNG
2022 Journal of Neurology article Computer Science Gaze Tracking and Assistive Technology Open access cited by 1 patent

Maximilian Uwe Friedrich, Erich Schneider, Miriam Buerklein, Johannes Taeger, Johannes Hartig, Jens Volkmann, +2 more

44

citations
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge
2025 The Journal of Machine Learning for Biomedical Imaging article Computer Science Brain Tumor Detection and Classification Open access

Dominic LaBella, Ujjwal Baid, Omaditya Khanna, Shan McBurney-Lin, Pierre Nedelec, Nourel Hoda Tahon, +87 more

33

citations
Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents
2025 International World Wide Web Conference (WWW) conference-paper Computer Science Topic Modeling Open access

Zhengliang Shi, Shen Gao, Lingyong Yan, Yue Feng, Xiuyi Chen, Zhumin Chen, +3 more

33

citations
Large-Scale Benchmarking of Metaphor-Based Optimization Heuristics
2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Diederick Vermetten, Carola Doerr, Hao Wang, Anna V. Kononova, Thomas Bäck

28

citations
MA-BBOB: A Problem Generator for Black-Box Optimization Using Affine Combinations and Shifts
2024 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Diederick Vermetten, Furong Ye, Thomas Bäck, Carola Doerr

17

citations
Synthesizing Invariant Barrier Certificates via Difference-of-Convex Programming
2021 Lecture notes in computer science conference-paper Computer Science Formal Methods in Verification Open access

Qiuye Wang, Mingshuai Chen, Xue Bai, Naijun Zhan, Joost-Pieter Katoen

15

citations
The effect of speech pathology on automatic speaker verification: a large-scale study
2023 Scientific Reports article Computer Science Speech Recognition and Synthesis Open access

Soroosh Tayebi Arasteh, Tobias Weise, Maria Elke Schuster, Elmar Nöth, Andreas Maier, Seung Hee Yang

15

citations
Fundamental thresholds of realistic quantum error correction circuits from classical spin models
2022 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 2 patents

Davide Vodola, Manuel Rispler, Seyong Kim, Markus Michael Müller

14

citations
Reduced Precision Strategies for Deep Learning : A High Energy Physics Generative Adversarial Network Use Case
2021 RWTH Publications (RWTH Aachen) conference-paper Computer Science Advanced Neural Network Applications Open access

Florian Rehm, Sofia Vallecorsa, Vikram A. Saletore, Hans Pabst, Adel Chaibi, Valeriu Codreanu, +2 more

12

citations
An Efficient Contesting Procedure for AutoML Optimization
2022 IEEE Access article Computer Science Machine Learning and Data Classification Open access

Duc Anh Nguyen, Anna V. Kononova, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck

11

citations
Fixed Point Certificates for Reachability and Expected Rewards in MDPs
2025 Lecture notes in computer science conference-paper Computer Science Formal Methods in Verification Open access

Krishnendu Chatterjee, Tim Quatmann, Maximilian Schäffeler, Maximilian Weininger, Tobias Winkler, Daniel Zilken

10

citations
Learning General Policies with Policy Gradient Methods
2023 conference-paper Computer Science Reinforcement Learning in Robotics Open access

Simon Ståhlberg, Blai Bonet, Héctor Geffner

10

citations
Retrievability Bias Estimation Using Synthetically Generated Queries
2023 ACM International Conference on Information and Knowledge Management (CIKM) conference-paper Computer Science Information Retrieval and Search Behavior Open access

Amin Abolghasemi, Suzan Verberne, Arian Askari, Leif A. Azzopardi

9

citations
BIAS: Transparent reporting of biomedical image analysis challenges
2020 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access

Lena Maier‐Hein, Annika Reinke, Michal Kozubek, Anne Louise Martel, Tal Arbel, Matthias Eisenmann, +8 more

9

citations