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Publication search results
found 17 matches
- 2024
- Debaditya Roy:
Towards Trustworthy Machine Learning For Human Activity Recognition. Royal Institute of Technology, Stockholm, Sweden, 2024 - Alexandru Tifrea:
Towards Trustworthy Machine Learning Using Unlabeled Data. ETH Zurich, Zürich, Switzerland, 2024 - Raphael Fischer, Thomas Liebig, Katharina Morik:
Towards more sustainable and trustworthy reporting in machine learning. Data Min. Knowl. Discov. 38(4): 1909-1928 (2024) - Huaiguang Cai:
CHG Shapley: Efficient Data Valuation and Selection towards Trustworthy Machine Learning. CoRR abs/2406.11730 (2024) - Firas Bayram, Bestoun S. Ahmed:
Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach. CoRR abs/2410.21346 (2024) - 2023
- Manli Shu:
Towards Trustworthy Machine Learning Systems. University of Maryland, College Park, MD, USA, 2023 - Muhammad Atif Butt, Adnan Qayyum, Hassan Ali, Ala I. Al-Fuqaha, Junaid Qadir:
Towards secure private and trustworthy human-centric embedded machine learning: An emotion-aware facial recognition case study. Comput. Secur. 125: 103058 (2023) - Haoyang Liu, Maheep Chaudhary, Haohan Wang:
Towards Trustworthy and Aligned Machine Learning: A Data-centric Survey with Causality Perspectives. CoRR abs/2307.16851 (2023) - 2022
- Adam Gleave:
Towards Trustworthy Machine Learning. University of California, Berkeley, USA, 2022 - Pulei Xiong, Scott Buffett, Shahrear Iqbal, Philippe Lamontagne, Mohammad Saiful Islam Mamun, Heather Molyneaux:
Towards a robust and trustworthy machine learning system development: An engineering perspective. J. Inf. Secur. Appl. 65: 103121 (2022) - Taotao Zhou, Te Han, Enrique López Droguett:
Towards trustworthy machine fault diagnosis: A probabilistic Bayesian deep learning framework. Reliab. Eng. Syst. Saf. 224: 108525 (2022) - Hendrik F. R. Schmidt, Jörg Schlötterer, Marcel Bargull, Enrico Nasca, Ryan Aydelott, Christin Seifert, Folker Meyer:
Towards a trustworthy, secure and reliable enclave for machine learning in a hospital setting: The Essen Medical Computing Platform (EMCP). CoRR abs/2201.04816 (2022) - 2021
- Hendrik F. R. Schmidt, Jörg Schlötterer, Marcel Bargull, Enrico Nasca, Ryan Aydelott, Christin Seifert, Folker Meyer:
Towards a trustworthy, secure and reliable enclave for machine learning in a hospital setting: The Essen Medical Computing Platform (EMCP). CogMI 2021: 116-123 - Pulei Xiong, Scott Buffett, Shahrear Iqbal, Philippe Lamontagne, Mohammad Saiful Islam Mamun, Heather Molyneaux:
Towards a Robust and Trustworthy Machine Learning System Development. CoRR abs/2101.03042 (2021) - 2020
- Roland H. C. Yap:
Towards Certifying Trustworthy Machine Learning Systems. TAILOR 2020: 77-82 - Hendrik Heuer, Andreas Breiter:
More Than Accuracy: Towards Trustworthy Machine Learning Interfaces for Object Recognition. UMAP 2020: 298-302 - Hendrik Heuer, Andreas Breiter:
More Than Accuracy: Towards Trustworthy Machine Learning Interfaces for Object Recognition. CoRR abs/2008.01980 (2020)
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