2019-11-17 - nAJ7pk1Sw_c - Jorge empezará explicando qué son los algoritmos y cómo funcionan. De ahí pasará a contarnos qué es la inteligencia artificial y cuáles son los mitos que la rodean, así como qué aplicaciones tienen. Hará un repaso de los principales algoritmos, como los que utilizan Google, Youtube y las redes sociales en general. Y hablará de sus problemas, en especial de los sesgos que pueden tener y transmitirnos.\n\nReferencias de la charla:\nThe Imitation Game – A. M. Turing\nhttps://www.csee.umbc.edu/courses/471/papers/turing.pdf\n\nLearning the Depths of Moving People by Watching Frozen People\nhttps://arxiv.org/abs/1904.11111\n\nDeep Neural Networks Are More Accurate Than Humans at Detecting Sexual Orientation From Facial Images\nhttps://www.gsb.stanford.edu/faculty-research/publications/deep-neural-networks-are-more-accurate-humans-detecting-sexual\n\nThe -Majority Illusion- in Social Networks\nhttps://journals.plos.org/plosone/article?id=10.1371/journal.pone.0147617\n\nPrivate traits and attributes are predictable from digital records of human behavior\nhttps://www.pnas.org/content/110/15/5802\n\nDigital Fingerprints of Cognitive Reflection\nhttps://psyarxiv.com/qaswn/\n\nIñaki Úcar: 'Aprendiendo de las máquinas' – Naukas 2019\nhttps://www.eitb.eus/es/divulgacion/videos/detalle/6682180/video-naukas-blbao-2019-charla-inaki-ucar/\n\nNeural Network Animation – Milo Spencer-Harper\nhttps://github.com/miloharper/neural-network-animation\n\nPokemon Battles Dataset\nhttps://www.kaggle.com/terminus7/pokemon-challenge/\n\nNeural Network 3D Simulation\nhttps://www.youtube.com/watch?v=3JQ3hYko51Y\n\nA Style-Based Generator Architecture for Generative Adversarial Networks\nhttps://arxiv.org/abs/1812.04948\nhttps://thispersondoesnotexist.com/\n\nA Neural Algorithm of Artistic Style\nhttps://arxiv.org/abs/1508.06576\nhttps://github.com/jcjohnson/neural-style\n\nWhy Is Facebook Page Reach Decreasing? More Competition And Limited Attention (2014)\nhttps://techcrunch.com/2014/04/03/the-filtered-feed-problem/\n\nSocial Blade: user statistics for YouTube, Twitch, Instagram, and Twitter\nhttps://socialblade.com/\n\nNetflix: The Great Hack\nhttps://www.netflix.com/title/80117542\n\nFacebook's role in Brexit — and the threat to democracy | Carole Cadwalladr\nhttps://www.youtube.com/watch?v=OQSMr-3GGvQ