Scholar
Marcus Gallagher
Google Scholar ID: Wcdm1ycAAAAJ
University of Queensland
Citations & Impact
Citations
1,945
H-index
21
i10-index
41
Publications
20
Co-authors
6
list available
Publications
Resume (English only)
Research Experience
- IJCNN 2023 Competition on Reproducibility and Loss Landscape Mapping in Feed-forward Neural Networks
- OptML-PPSN18 Workshop on Investigating Optimization Problems from Machine Learning and Data Analysis
- Continuous Real-World Representative Benchmark Optimization Problem Repository
- Euclidean Sum of Squares Clustering Problems
- Circles in a Square Packing Problems
- The Max Set of Gaussians Landscape Generator
Background
- A computer scientist and Associate Professor in the School of Electrical Engineering and Computer Science at The University of Queensland. Research interests include artificial intelligence, optimization, and machine learning. Particularly interested in understanding the relationship between algorithm performance and problem structure via benchmarking. Work includes cross-disciplinary collaborations and real-world applications of AI techniques.
Miscellany
- Connect:
- Twitter: @marcus_marcusg
- LinkedIn: Marcus Gallagher
- Email: marcusg at uq dot edu dot au
