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FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems.

, , , , , and . CoRR, (2022)

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Sphere packing for clustering sets of vectors in feature space., and . ICASSP, page 2092-2095. IEEE, (2011)Co-Designing Personal Health? Multidisciplinary Benefits and Challenges in Informing Diabetes Self-Care Technologies., , , , , , , and . Proc. ACM Hum. Comput. Interact., 5 (CSCW2): 457:1-457:26 (2021)What and How of Machine Learning Transparency: Building Bespoke Explainability Tools with Interoperable Algorithmic Components., , , and . CoRR, (2022)On the overlooked issue of defining explanation objectives for local-surrogate explainers., , , , and . CoRR, (2021)Scalable and efficient learning from crowds with Gaussian processes., , , , and . Inf. Fusion, (2019)Understanding Effects of Subjectivity in Measuring Chord Estimation Accuracy., , , and . IEEE ACM Trans. Audio Speech Lang. Process., 21 (12): 2607-2615 (2013)Enforcing perceptual consistency on Generative Adversarial Networks by using the Normalised Laplacian Pyramid Distance., , , and . NLDL, page 1-6. Septentrio Academic Publishing, (2020)Efficient approximate representations for computationally expensive features., and . ESANN, (2018)Detecting Signatures of Early-stage Dementia with Behavioural Models Derived from Sensor Data., , , , , , , and . AAI4H@ECAI, volume 2820 of CEUR Workshop Proceedings, page 23-27. CEUR-WS.org, (2020)Understanding the Properties and Limitations of Contrastive Learning for Out-of-Distribution Detection., , and . ICPR Workshops (1), volume 13643 of Lecture Notes in Computer Science, page 330-343. Springer, (2022)