Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
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Updated
Nov 19, 2019 - TeX
Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
Convolutional Neural Network generalization for visual control of drones, through network interpretability and advanced image augmentation techniques. Person masking for background replacement to perform data augmentation during training.
Research paper exploring the use of argumentation theory in AI. This paper explores the optimal methodologies for the decision making of an AI agent.
A Julia package for modelling Algorithmic Recourse Dynamics.
AI Explainability 360 Toolkit for Time-Series and Industrial Use Cases
Msc. Thesis: Revising the clinical criteria for Dementia using explainable machine learning.
Text of my Master's thesis, in which I create a Conceptual Space from Course Descriptions for explainable Recommendation
Master Thesis: Synthetic Data Generation using Latent Diffusion Models for Semantic Segmentation of Urban Scenes
List of relevant resources for machine learning from explanatory supervision
An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.
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