Tag: optimization

What I Read: Machine Learning, Building Blocks of Computing

https://www.quantamagazine.org/machine-learning-reimagines-the-building-blocks-of-computing-20220315/ Machine Learning Reimagines the Building Blocks of ComputingNick ThiemeContributing WriterMarch 15, 2022 “Traditional algorithms power complicated computational tools like machine learning. A new approach, called algorithms with predictions, usesContinue readingWhat I Read: Machine Learning, Building Blocks of Computing

What I Read: Deep Learning Optimization Theory

https://towardsdatascience.com/deep-learning-optimization-theory-introduction-148b3504b20f?gi=ff0bd10cc9fe Deep Learning Optimization Theory — IntroductionUnderstanding the theory of optimization in deep learning is crucial to enable progress. This post introduces the experimental and theoretical approaches to studying it.OmriContinue readingWhat I Read: Deep Learning Optimization Theory

What I Read: Limits Discovered in Quest for Optimal Solutions

https://www.quantamagazine.org/surprising-limits-discovered-in-quest-for-optimal-solutions-20211101/ Surprising Limits Discovered in Quest for Optimal SolutionsMax G. LevyContributing WriterNovember 1, 2021 “Algorithms that zero in on solutions to optimization problems are the beating heart of machine reasoning.Continue readingWhat I Read: Limits Discovered in Quest for Optimal Solutions