AI & Society Editor : James M. Manyika – https://
amacad.org/sites/default/
files/daedalus/downloads/Daedalus_Sp22_AI-and-Society.pdf
… #ArtificialIntelligence #DeepLearning #MachineLearning
MACHINE LEARNING
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AI and Society: Deep Learning and Machine Learning Perspectives
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Pooling and Parameter Sharing: Essential for Translation Invariance in CNNs
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Pooling is a standard part of convnet architecture. Translation invariance is also encoded in parameter sharing: it's the *same* filter you're running across the image (or part of it). Either alone does not do the job.
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Finite Models and Renormalizability in Quantum Field Theory
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Finite models are always renormalizable. Continuous ones can be easier to handle analytically, but we don't need that today. We have computers. And with guaranteed renormalizability quantum field theory and quantum gravity become easy. What are we waiting for?
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Universe Turing-Completeness as Fundamental Physical Law
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The first law of physics is that the universe is Turing-complete. Any candidate theory that violates it is empirically false.
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World Made of Mutual Information: Entropy as Self-Relation
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The world is made of mutual information. Entropy is just a solipsistic instance of it (the mutual information between a variable and itself).
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Causality as a subtree in the taxonomy of inductive biases
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Agreed. From an ML point of view, there's a taxonomy of inductive biases, and causality is a subtree.
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MEC Achieves Manufacturing Impact with MachineMetrics IoT
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[#CASESTUDY] MEC Drives Bottom-Line Impact with @MachineMetrics http://
ow.ly/CNmQ50KUIpi @DrHassanRashidi @Fabriziobustama via @fogoros #MM_IIoT #sponsored #industry40 #iiot #manufacturing #SCEW22 #slush22 #IoTN22 -
Designer’s Choice: Local vs Global Translation Invariance in ConvNets
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It's the designer's choice (that's why I said "or"), and that's a feature, not a bug. But you also need to distinguish between local and global invariance. All convnets have some degree of translation invariance, or they wouldn't be convnets.
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AI Best: Books to Master Pandas Library for Data Science
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AI Best: Books to Master Pandas Library. @StefanieMolin #BigData #Analytics #DataScience #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/Master-Pandas-
Library
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Free eBook on Machine Learning Algorithms Roughly Explained
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Free eBook: Roughly Explained (Machine Learning Algorithms). #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #Linux #Programming #Books #Coding #100DaysofCode https://
geni.us/Roughly-Explai
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