David Jacob Kedziora

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Human Interactions

Machine Learning

Top Venues

Found. Trends Mach. Learn.

Mach. Learn. Sci. Technol.

Found. Trends Inf. Syst.

Publications

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. Expert Syst. Appl. 239 (2024)
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) (2024)
David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
AutonoML: Towards an Integrated Framework for Autonomous Machine Learning. Found. Trends Mach. Learn. 17 (4) (2024)
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) (2023)
David Jacob Kedziora, Anna Musial, Wojciech Rudno-Rudzinski, Bogdan Gabrys
The Challenge of Quickly Determining the Quality of a Single-Photon Source. CoRR (2023)
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) (2023)
David Jacob Kedziora, Anna Musial, Wojciech Rudno-Rudzinski, Bogdan Gabrys
Harnessing data augmentation to quantify uncertainty in the early estimation of single-photon source quality. Mach. Learn. Sci. Technol. 4 (4) (2023)
Thanh Tung Khuat, David Jacob Kedziora, Bogdan Gabrys
The Roles and Modes of Human Interactions with Automated Machine Learning Systems. CoRR (2022)
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 (2022)
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 (2022)
Tien-Dung Nguyen, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning. IJCNN (2021)
Tien-Dung Nguyen, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning. CoRR (2021)
Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
Automated Deep Learning: Neural Architecture Search Is Not the End. CoRR (2021)
David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
AutonoML: Towards an Integrated Framework for Autonomous Machine Learning. CoRR (2020)