David Jacob Kedziora

According to our database, David Jacob Kedziora authored at least 12 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

AutonoML: Towards an Integrated Framework for Autonomous Machine Learning.

David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys

Found. Trends Mach. Learn., 2024

Automated Deep Learning: Neural Architecture Search Is Not the End.

Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys

Found. Trends Mach. Learn., 2024

On taking advantage of opportunistic meta-knowledge to reduce configuration spaces for automated machine learning.

David Jacob Kedziora, Tien-Dung Nguyen, Katarzyna Musial, Bogdan Gabrys

Expert Syst. Appl., 2024

Transfer Learning and the Early Estimation of Single-Photon Source Quality using Machine Learning Methods.

David Jacob Kedziora, Anna Musial, Wojciech Rudno-Rudzinski, Bogdan Gabrys

CoRR, 2024

2023

Harnessing data augmentation to quantify uncertainty in the early estimation of single-photon source quality.

David Jacob Kedziora, Anna Musial, Wojciech Rudno-Rudzinski, Bogdan Gabrys

Mach. Learn. Sci. Technol., December, 2023

The Technological Emergence of AutoML: A Survey of Performant Software and Applications in the Context of Industry.

Alexander Scriven, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys

Found. Trends Inf. Syst., 2023

The Roles and Modes of Human Interactions with Automated Machine Learning Systems: A Critical Review and Perspectives.

Thanh Tung Khuat, David Jacob Kedziora, Bogdan Gabrys

Found. Trends Hum. Comput. Interact., 2023

The Challenge of Quickly Determining the Quality of a Single-Photon Source.

David Jacob Kedziora, Anna Musial, Wojciech Rudno-Rudzinski, Bogdan Gabrys

CoRR, 2023

2022

The Roles and Modes of Human Interactions with Automated Machine Learning Systems.

Thanh Tung Khuat, David Jacob Kedziora, Bogdan Gabrys

CoRR, 2022

2021

Optima TB: A tool to help optimally allocate tuberculosis spending.

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

PLoS Comput. Biol., 2021

Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning.

Tien-Dung Nguyen, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys

Proceedings of the International Joint Conference on Neural Networks, 2021

2010

Mammalian Sleep Dynamics: How Diverse Features Arise from a Common Physiological Framework.

Andrew J. K. Phillips, Peter A. Robinson, David Jacob Kedziora, Romesh G. Abeysuriya

PLoS Comput. Biol., 2010