Ian T. Nabney

Full Professor, Faculty of Science and Engineering, University of Bristol

Joined

July 2019

Names

Ian T. Nabney (Preferred)

,

Ian Nabney

Emails

****@bristol.ac.uk (Confirmed)

Personal Links

Career & Education History

Full Professor

Faculty of Science and Engineering, University of Bristol (bristol.ac.uk)

2017 – Present

Full Professor

Applied Mathematics, Aston University (aston.ac.uk)

1995 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

machine learning

,

time series

,

data visualisation

1995 – 2024

Publications

Greedy Importance First (GIF): Importance-Aware Scheduling for Hyperparameter Optimization
Ruinan Wang, Ian T. Nabney, MOHAMMAD GOLBABAEE
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Grouped Sequential Optimization Strategy - the Application of Hyperparameter Importance Assessment in Deep Learning
Ruinan Wang, Ian T. Nabney, MOHAMMAD GOLBABAEE
- CPAL 2025 (Proceedings Track) Poster
- Readers: Everyone
Short-Term Wind Power Forecasting Using Gaussian Processes
Niya Chen, Zheng Qian, Ian T. Nabney, Xiaofeng Meng
- 2013 (modified: 20 Jan 2026)
- IJCAI 2013
- Readers: Everyone
Visual data mining using principled projection algorithms and information visualization techniques
Dharmesh M. Maniyar, Ian T. Nabney
- 2006 (modified: 12 Nov 2022)
- KDD 2006
- Readers: Everyone
Hierarchical GTM: Constructing Localized Nonlinear Projection Manifolds in a Principled Way.
Peter Tiño, Ian T. Nabney
- 2002 (modified: 10 Nov 2022)
- IEEE Trans. Pattern Anal. Mach. Intell.2002
- Readers: Everyone
Adding Constrained Discontinuities to Gaussian Process Models of Wind Fields
Dan Cornford, Ian T. Nabney, Christopher K. I. Williams
- 1998 (modified: 11 Nov 2022)
- NIPS 1998
- Readers: Everyone
The Learning Dynamcis of a Universal Approximator
Ansgar Heinrich Ludolf West, David Saad, Ian T. Nabney
- 1996 (modified: 11 Nov 2022)
- NIPS 1996
- Readers: Everyone

Co-Authors