bLIMEy: surrogate prediction explanations beyond LIME K Sokol, A Hepburn, R Santos-Rodriguez, P Flach arXiv preprint arXiv:1910.13016, 2019 | 5 | 2019 |

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 | 2 | 2019 |

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 | 1 | 2020 |

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 | 1 | 2019 |

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 | 1 | 2018 |

(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 Unpublished.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 | | |