Research output per year
Research output per year
Fingerprint
Dive into the research topics where Alex Hepburn is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
-
Enforcing Perceptual Consistency on Generative Adversarial Networks by Using the Normalised Laplacian Pyramid Distance
Hepburn, A., Laparra, V., McConville, R. & Santos-Rodriguez, R., 6 Feb 2020, Proceedings of the Northern Lights Deep Learning Workshop 2020 . Septentrio Academic Publishing, Vol. 1. 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
Open AccessFile74 Downloads (Pure) -
FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems
Sokol, K., Hepburn, A., Poyiadzi, R., Clifford, M., Santos-Rodriguez, R. & Flach, P., 19 May 2020Research output: Other contribution
-
bLIMEy: Surrogate Prediction Explanations Beyond LIME
Sokol, K., Hepburn, A., Santos-Rodriguez, R. & Flach, P., 29 Oct 2019, (Unpublished) In: arXiv. 10 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
File116 Downloads (Pure)
Activities
- 1 Participation in workshop, seminar, course
-
What and How of Machine Learning Transparency
Kacper Sokol (Organiser), Alex Hepburn (Organiser), Raul Santos-Rodriguez (Organiser) & Peter A Flach (Organiser)
18 Sep 2020Activity: Participating in or organising an event types › Participation in workshop, seminar, course
Thesis
-
On the Connection Between the Human Visual System and Machine Learning: Exploiting Perceptual Distances in Neural Networks
Author: Hepburn, A., 22 Mar 2022Supervisor: Santos-Rodriguez, R. (Supervisor), McConville, R. (Supervisor) & Laparra Perez-Muelas, V. (Supervisor)
Student thesis: Doctoral Thesis › Doctor of Philosophy (PhD)
File