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David Jacob Kedziora
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2020 – today
- 2024
- [j8]David Jacob Kedziora
, Tien-Dung Nguyen
On taking advantage of opportunistic meta-knowledge to reduce configuration spaces for automated machine learning. Expert Syst. Appl. 239: 122359 (2024) - [j7]David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys:
AutonoML: Towards an Integrated Framework for Autonomous Machine Learning. Found. Trends Mach. Learn. 17(4): 590-766 (2024) - [j6]Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys:
Automated Deep Learning: Neural Architecture Search Is Not the End. Found. Trends Mach. Learn. 17(5): 767-920 (2024) - [i8]David Jacob Kedziora, Anna Musial, Wojciech Rudno-Rudzinski, Bogdan Gabrys:
Transfer Learning and the Early Estimation of Single-Photon Source Quality using Machine Learning Methods. CoRR abs/2408.11322 (2024) - 2023
- [j5]Thanh Tung Khuat, David Jacob Kedziora, Bogdan Gabrys:
The Roles and Modes of Human Interactions with Automated Machine Learning Systems: A Critical Review and Perspectives. Found. Trends Hum. Comput. Interact. 17(3-4): 195-387 (2023) - [j4]Alexander Scriven, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys:
The Technological Emergence of AutoML: A Survey of Performant Software and Applications in the Context of Industry. Found. Trends Inf. Syst. 7(1-2): 1-252 (2023) - [j3]David Jacob Kedziora
Harnessing data augmentation to quantify uncertainty in the early estimation of single-photon source quality. Mach. Learn. Sci. Technol. 4(4): 45042 (2023) - [i7]David Jacob Kedziora, Anna Musial, Wojciech Rudno-Rudzinski, Bogdan Gabrys:
The Challenge of Quickly Determining the Quality of a Single-Photon Source. CoRR abs/2306.15683 (2023) - 2022
- [i6]Thanh Tung Khuat, David Jacob Kedziora, Bogdan Gabrys
The Roles and Modes of Human Interactions with Automated Machine Learning Systems. CoRR abs/2205.04139 (2022) - [i5]David Jacob Kedziora, Tien-Dung Nguyen, Katarzyna Musial, Bogdan Gabrys
On Taking Advantage of Opportunistic Meta-knowledge to Reduce Configuration Spaces for Automated Machine Learning. CoRR abs/2208.04376 (2022) - [i4]Alexander Scriven, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
The Technological Emergence of AutoML: A Survey of Performant Software and Applications in the Context of Industry. CoRR abs/2211.04148 (2022) - 2021
- [j2]Lara Goscé
Optima TB: A tool to help optimally allocate tuberculosis spending. PLoS Comput. Biol. 17(9) (2021) - [c1]Tien-Dung Nguyen, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning. IJCNN 2021: 1-8 - [i3]Tien-Dung Nguyen, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys:
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning. CoRR abs/2105.00282 (2021) - [i2]Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
Automated Deep Learning: Neural Architecture Search Is Not the End. CoRR abs/2112.09245 (2021) - 2020
- [i1]David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
AutonoML: Towards an Integrated Framework for Autonomous Machine Learning. CoRR abs/2012.12600 (2020)
2010 – 2019
- 2010
- [j1]Andrew J. K. Phillips
Mammalian Sleep Dynamics: How Diverse Features Arise from a Common Physiological Framework. PLoS Comput. Biol. 6(6) (2010)
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