Tag: machine learning
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Generalization in ML: the indoor training effect
Jan 29, 2025 Is it better to train under noisy conditions to learn to generalize? New work by Serena Bono and Spandan Madan shed light on the mechanisms underlying generalization in reinforcement learning agents. This work led to discovering the indoor training effect whereby agents can improve their generalization performance under certain circumstances when trained… Read more
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Congratulations to Jonah Brenner!
09/24/2024 Kempner Institute KURE fellow Jonah Brenner was selected as a Kempner Undergraduate Research Experience (KURE) fellow to pursue his research work in our lab. Read more
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When and how CNNs generalize
02/22/2022 When and how CNNs generalize to out-of-distribution category-viewpoint combinations Spandan Madan and Xavier Boix discuss their latest research recently published in Nature Machine Intelligence. Reach out to us now to explore your unique training requirements and uncover our potential to assist you. Read more
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MIT OpenCourseWare: Brains, Minds and Machines
december 1, 2015 Brains, Minds and Machines Course Instructors: Prof. Tomaso Poggio and Prof. Gabriel Kreiman Department: Brain and Cognitive Sciences This course explores the problem of intelligence — its nature, how it is produced by the brain, and how it could be replicated in machines — using an approach integrating cognitive science, neuroscience, computer… Read more