David Jacob Kedziora

18 papers B 1Journal 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
Transfer learning and the early estimation of single-photon source quality using machine learning methods.
Mach. Learn. Sci. Technol.
David Jacob Kedziora, Anna Musial, Wojciech Rudno-Rudzinski, Bogdan Gabrys
2024 J jnl
Automated Deep Learning: Neural Architecture Search Is Not the End.
Found. Trends Mach. Learn.
Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2024 J jnl
AutonoML: Towards an Integrated Framework for Autonomous Machine Learning.
Found. Trends Mach. Learn.
David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2024 J jnl
On taking advantage of opportunistic meta-knowledge to reduce configuration spaces for automated machine learning.
Expert Syst. Appl.
David Jacob Kedziora, Tien-Dung Nguyen, Katarzyna Musial, Bogdan Gabrys
2024 J jnl
Transfer Learning and the Early Estimation of Single-Photon Source Quality using Machine Learning Methods.
CoRR
David Jacob Kedziora, Anna Musial, Wojciech Rudno-Rudzinski, Bogdan Gabrys
2023 J jnl
Harnessing data augmentation to quantify uncertainty in the early estimation of single-photon source quality.
Mach. Learn. Sci. Technol.
David Jacob Kedziora, Anna Musial, Wojciech Rudno-Rudzinski, Bogdan Gabrys
2023 J jnl
The Challenge of Quickly Determining the Quality of a Single-Photon Source.
CoRR
David Jacob Kedziora, Anna Musial, Wojciech Rudno-Rudzinski, Bogdan Gabrys
2023 J jnl
The Roles and Modes of Human Interactions with Automated Machine Learning Systems: A Critical Review and Perspectives.
Found. Trends Hum. Comput. Interact.
Thanh Tung Khuat, David Jacob Kedziora, Bogdan Gabrys
2023 J jnl
The Technological Emergence of AutoML: A Survey of Performant Software and Applications in the Context of Industry.
Found. Trends Inf. Syst.
Alexander Scriven, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2022 J jnl
On Taking Advantage of Opportunistic Meta-knowledge to Reduce Configuration Spaces for Automated Machine Learning.
CoRR
David Jacob Kedziora, Tien-Dung Nguyen, Katarzyna Musial, Bogdan Gabrys
2022 J jnl
The Roles and Modes of Human Interactions with Automated Machine Learning Systems.
CoRR
Thanh Tung Khuat, David Jacob Kedziora, Bogdan Gabrys
2022 J jnl
The Technological Emergence of AutoML: A Survey of Performant Software and Applications in the Context of Industry.
CoRR
Alexander Scriven, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2021 J jnl
Automated Deep Learning: Neural Architecture Search Is Not the End.
CoRR
Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2021 B conf
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning.
IJCNN
Tien-Dung Nguyen, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2021 J jnl
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning.
CoRR
Tien-Dung Nguyen, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2021 J jnl
Optima TB: A tool to help optimally allocate tuberculosis spending.
PLoS Comput. Biol.
Lara Goscé, Gerard J. Abou Jaoude, David Jacob Kedziora, Clemens Benedikt, Azfar Hussain, Sarah Jarvis, Alena Skrahina, Dzmitry Klimuk, Henadz Hurevich, Feng Zhao, Nicole Fraser-Hurt, Nejma Cheikh, Marelize Gorgens, David J. Wilson, Romesh G. Abeysuriya, Rowan Martin-Hughes, Sherrie L. Kelly, Anna Roberts, Robyn M. Stuart, Tom Palmer, Jasmina Panovska-Griffiths, Cliff C. Kerr, David P. Wilson, Hassan Haghparast-Bidgoli, Jolene Skordis, Ibrahim Abubakar
2020 J jnl
AutonoML: Towards an Integrated Framework for Autonomous Machine Learning.
CoRR
David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2010 J jnl
Mammalian Sleep Dynamics: How Diverse Features Arise from a Common Physiological Framework.
PLoS Comput. Biol.
Andrew J. K. Phillips, Peter A. Robinson, David Jacob Kedziora, Romesh G. Abeysuriya