Alexander Hepburn
Title
Cited by
Cited by
Year
bLIMEy: surrogate prediction explanations beyond LIME
K Sokol, A Hepburn, R Santos-Rodriguez, P Flach
arXiv preprint arXiv:1910.13016, 2019
52019
Enforcing perceptual consistency on generative adversarial networks by using the normalised laplacian pyramid distance
A Hepburn, V Laparra, R McConville, R Santos-Rodriguez
arXiv preprint arXiv:1908.04347, 2019
22019
FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems
K Sokol, A Hepburn, R Poyiadzi, M Clifford, R Santos-Rodriguez, P Flach
Journal of Open Source Software 5 (49), 1904, 2020
12020
PerceptNet: a human visual system inspired neural network for estimating perceptual distance
A Hepburn, V Laparra, J Malo, R McConville, R Santos-Rodriguez
arXiv preprint arXiv:1910.12548, 2019
12019
Proper losses for learning with example-dependent costs
A Hepburn, R McConville, R Santos-Rodríguezo, J Cid-Sueiro, ...
Second International Workshop on Learning with Imbalanced Domains: Theory …, 2018
12018
(2019). PerceptNet: A Human Visual System Inspired Neural Network for Estimating Perceptual Distance. Unpublished.
A Hepburn, V Laparra, J Malo, R McConville, R Santos-Rodriguez
Surrogate Prediction Explanations Beyond LIME
K Sokol, A Hepburn, R Santos-Rodriguez, P Flach
generation from genre tags. Paper presented at 10th International Workshop
A Hepburn, R McConville, R Santos-Rodriguez
Album Cover Generation from Genre Tags
A Hepburn, R McConville, R Santos-Rodrıguez
generation from genre tags. Paper presented at 10th International Workshop on Machine Learning and Music, Barcelona, Spain.
A Hepburn, R McConville, R Santos-Rodriguez
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Articles 1–10