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Papers matching “model dependence” 365

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Quantifying Model Uncertainty with AutoML and Rashomon Partial Dependence Profiles: Enabling Trustworthy and Human-centered XAI
2026 Information Systems Frontiers article Computer Science Explainable Artificial Intelligence (XAI) Open access

Mustafa Çavuş, Jan N. van Rijn, Przemysław Biecek

0

citations
Beyond the Single-Best Model: Rashomon Partial Dependence Profile for Trustworthy Explanations in AutoML
2025 Lecture notes in computer science conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access

Jan N. van Rijn, Przemysław Biecek

2

citations
Logics of dependence and independence: The local variants
2021 Journal of Logic and Computation article Computer Science Logic, Reasoning, and Knowledge Open access

Erich Grädel, Phil Pützstück

1

citations
Artificial Intelligence in Cancer Research: Modality Dependence and Limited Visual–Spatial Integration in Multimodal Large Language Models for Breast Cancer Histopathology
2026 Life article Computer Science AI in cancer detection Open access

Ibrahim Güler, Armin Kraus, Gerrit Grieb, Tevfik Satır, Henrik Stelling

0

citations
Interferometric Quantum Polynomial Chaos Expansion as a Generative Model for Calorimeter Shower Simulation
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

J. Slim, Saverio Monaco, Florian Rehm, D. Kruecker, Frank Gaede, Kerstin Borras

0

citations
Convergence guarantees for forward gradient descent in the linear regression model
2024 Journal of Statistical Planning and Inference article Computer Science Stochastic Gradient Optimization Techniques Open access

Thijs Bos, Johannes Schmidt-Hieber

0

citations
The genuinely multipartite nonlocality of graph states is model-dependent
2025 npj Quantum Information article Computer Science Quantum Information and Cryptography Open access

Xavier Coiteux-Roy, Owidiusz Makuta, Fionnuala Curran, Remigiusz Augusiak, Marc-Olivier Renou

1

citations
Language model integration into acoustic model training
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Speech Recognition and Synthesis Open access

Wilfried Michel

0

citations
A Model-Based Approach to Impact Analysis Using Model Differencing
2024 arXiv (Cornell University) preprint Computer Science Model-Driven Software Engineering Techniques Open access

Bernhard Rumpe⋆

11

citations
Consistency of Extreme Learning Machines and Regression under Non-Stationarity and Dependence for ML-Enhanced Moving Objects
2020 arXiv (Cornell University) preprint Computer Science Machine Learning and ELM Open access

Ansgar Steland

0

citations
Enhancing System Model Quality: Evaluation of the Systems Modeling Language (SysML)-Driven Approach in Avionics
2025 Journal of Aerospace Information Systems article Computer Science Model-Driven Software Engineering Techniques Open access

Hendrik Kausch, Mathias Pfeiffer, Deni Raco, Bernhard Rumpe⋆

7

citations
Model Checking the Multi-Formalism Language FIGARO
2021 IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) conference-paper Computer Science Formal Methods in Verification

Shahid Ali Khan, Matthias Volk, Joost-Pieter Katoen, Alexis Braibant, Marc Bouissou

7

citations
AMAIX In-Depth: A Generic Analytical Model for Deep Learning Accelerators
2022 International Journal of Parallel Programming article Computer Science Advanced Neural Network Applications Open access

Niko Zurstraßen, Lukas Jünger, Tim Kogel, Holger Keding, Rainer Leupers

1

citations
What is the Best Algorithm for MDP Model Checking? Replication Package
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Formal Methods in Verification Open access

Tim Quatmann

0

citations
What is the Best Algorithm for MDP Model Checking? Replication Package
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Formal Methods in Verification Open access

Tim Quatmann

0

citations
A Practitioner's Guide to MDP Model Checking Algorithms (Artefact)
2023 University of Twente Research Information dataset Computer Science Formal Methods in Verification Open access

Arnd Hartmanns, Sebastian Junges, Tim Quatmann, Maximilian Weininger

1

citations
A Practitioner's Guide to MDP Model Checking Algorithms (Artefact)
2023 Radboud Repository (Radboud University) dataset Computer Science Formal Methods in Verification Open access

Arnd Hartmanns, Sebastian Junges, Tim Quatmann, Maximilian Weininger

0

citations
Automatic Learning of Subword Dependent Model Scales
2022 Interspeech (USB) conference-paper Computer Science Speech Recognition and Synthesis Open access

Felix Meyer, Wilfried Michel, Mohammad Zeineldeen, Ralf Schlüter, Hermann Ney

0

citations
Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation
2024 arXiv (Cornell University) preprint Computer Science Recommender Systems and Techniques Open access

Ji-yuan YANG, Yuanzi Li, Jingyu Zhao, Hanbing Wang, Muyang Ma, Jun Ma, +5 more

2

citations
Impact of time pressure on software quality: A laboratory experiment on a game-theoretical model
2021 PLoS ONE article Computer Science Software Engineering Techniques and Practices Open access

Dirk Basten, Marion Ott, Oleg Pankratz, Christoph Rosenkranz

9

citations
GRAFCET Reduction Techniques for Model Checking
2023 2022 IEEE 20th International Conference on Industrial Informatics (INDIN) conference-paper Computer Science Formal Methods in Verification

Robin Mroß, Aron Schnakenbeck, Marcus Völker, Alexander Fay, Stefan Kowalewski

4

citations
Polynomial Time Quantum Gibbs Sampling for Fermi-Hubbard Model at any Temperature
2025 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Štěpán Šmíd, Richard J. Meister, Mario Berta, Roberto Bondesan

0

citations
Erased, Rerouted, or Rescaled? Post-Training and the Causal Quotient of a Language Model's Belief State
2026 arXiv (Cornell University) preprint Computer Science Topic Modeling Open access

Weihan Li, Tianshi Zheng, Junhao Wu, Xinlei Chen

0

citations
Automatic Learning of Subword Dependent Model Scales
2021 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

Wilfried Michel, Mohammad Zeineldeen, Ralf Schlüter, Hermann Ney

0

citations
Union Embedding and Backbone-Attention boost Zero-Shot Learning Model (UBZSL)
2022 IEEE International Conference on Image Processing, Applications and Systems (IPAS) conference-paper Computer Science Domain Adaptation and Few-Shot Learning

Ziyu Li

0

citations