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Papers matching “functional interpretation” 73

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Differentiable Programming: Efficient Smoothing of Control-Flow-Induced Discontinuities
2023 arXiv (Cornell University) preprint Computer Science Logic, programming, and type systems Open access

Sebastian Christodoulou, Uwe Naumann

2

citations
silx-kit/silx: 3.0.0: 2026/04/24
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Computational Physics and Python Applications Open access

Thomas VINCENT, Valentin Valls, payno, Jerome Kieffer, V. Armando Solé, Pierre Paleo, +24 more

0

citations
silx-kit/silx: release candidate 3.0.0rc1
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Computational Physics and Python Applications Open access

Thomas VINCENT, Valentin Valls, payno, Jerome Kieffer, V. Armando Solé, Pierre Paleo, +24 more

0

citations
Knowledge-Empowered, Collaborative, and Co-Evolving AI Models: The Post-LLM Roadmap
2024 Engineering article Computer Science Topic Modeling Open access

Fei Wu, Thomas Bäck, Jingyuan Chen, Gang Huang, Yaochu Jin, Kun Kuang, +11 more

41

citations
Smooth Kolmogorov Arnold networks enabling structural knowledge representation
2024 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access

Moein E. Samadi, Younes Müller, Andreas Schuppert

14

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

8

citations
Strong Global Convergence of the Consensus-Based Optimization Algorithm
2025 RWTH Publications (RWTH Aachen) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

Sabrina Bonandin, Konstantin Riedl, Sara Veneruso

5

citations
Recursive Querying of Neural Networks via Weighted Structures
2026 Proceedings of the ACM on Management of Data article Computer Science Logic, Reasoning, and Knowledge Open access

Martin Grohe, Christoph Standke, Juno Steegmans, Jan Van den Bussche

4

citations
Thinking Outside the Template with Modular GP-GOMEA
2025 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Joe Harrison, Peter A. N. Bosman, Tanja Alderliesten

4

citations
Multiscale segmentation using hierarchical phase-contrast tomography and deep learning
2026 PLoS Computational Biology article Computer Science Medical Image Segmentation Techniques Open access

Yang Zhou, Shahab Zeini Aslani, Yousef Javanmardi, Joseph Brunet, David Stansby, Saskia Carroll, +5 more

3

citations
Query Languages for Neural Networks
2025 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Computer Science Logic, Reasoning, and Knowledge Open access

Juno Steegmans

0

citations
Recursive querying of neural networks via weighted structures
2026 arXiv (Cornell University) preprint Computer Science Logic, Reasoning, and Knowledge Open access

Martin Grohe, Christoph Standke, Juno Steegmans, Jan Van den Bussche

0

citations
Rashomon Alignment
2026 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Moisés Santos, Peter van der Putten, Bernhard Pfahringer, Carlos Soares

0

citations
Mechanistic Interpretability for Transformer-based Time Series Classification
2025 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Matīss Kalnāre, Sofoklis Kitharidis, Thomas Bäck, Bas van Stein

0

citations
Query Languages for Neural Networks
2024 arXiv (Cornell University) preprint Computer Science Logic, Reasoning, and Knowledge Open access

Martin Grohe, Christoph Standke, Juno Steegmans, Jan Van den Bussche

0

citations
Recursive querying of neural networks via weighted structures
2026 arXiv (Cornell University) preprint Computer Science Logic, Reasoning, and Knowledge Open access

Martin Grohe, Christoph Standke, Juno Steegmans, Jan Van den Bussche

0

citations
Fitting Prediction Rule Ensembles with R Package pre
2020 Journal of Statistical Software article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 1 patent

Marjolein Fokkema

38

citations
Conceptual design blueprint for the DiSSCo digitization infrastructure - DELIVERABLE D8.1
2020 Research Ideas and Outcomes article Computer Science Research Data Management Practices Open access

Alex Hardisty, Hannu Saarenmaa, Ana Casino, Mathias Dillen, Karsten Gödderz, Quentin Groom, +8 more

35

citations
Learning deep linear neural networks: Riemannian gradient flows and convergence to global minimizers
2021 Information and Inference A Journal of the IMA article Computer Science Stochastic Gradient Optimization Techniques Open access

Bubacarr Bah, Holger Rauhut, Ulrich Terstiege, Michael Westdickenberg

29

citations
A hybrid modeling framework for generalizable and interpretable predictions of ICU mortality across multiple hospitals
2024 Scientific Reports article Computer Science Machine Learning in Healthcare Open access

Moein E. Samadi, Jorge Guzman-Maldonado, Kateryna Nikulina, Hedieh Mirzaieazar, Konstantin Sharafutdinov, Sebastian Johannes Fritsch, +1 more

8

citations
Increasing trust and fairness in machine learning applications within the mortgage industry
2022 Machine Learning with Applications article Computer Science Explainable Artificial Intelligence (XAI) Open access

Wessel van Zetten, Guus J. Ramackers, Holger H. Hoos

5

citations
BanffNET, a Deep Learning System for Comprehensive Histological Lesion Quantification in Kidney Transplant Biopsies
2026 medRxiv preprint Computer Science AI in cancer detection Open access

Giorgio Buzzanca, Chiara Pala, Junling He, Rianne Hofstraat, Alessandra Tammaro, Dominique van Midden, +41 more

2

citations
Time series representations classroom (TSRC): a teacher-student-based framework for interpretability-enhanced unsupervised time series representation learning
2025 Machine Learning article Computer Science Time Series Analysis and Forecasting Open access

Wadie Skaf, Mitra Baratchi, Holger H. Hoos

1

citations
Constructing (Co)inductive Types via Large Sizes
2026 arXiv (Cornell University) preprint Computer Science Logic, programming, and type systems Open access

Bastiaan Laarakker, Daniël Otten, Benno van den Berg

1

citations
Closing the Teacher-Learner Loop: The Role of Affective Signals in Interactive RL
2024 International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) conference-paper Computer Science Reinforcement Learning in Robotics

Bernhard Hilpert

1

citations