Monthly Archives: November, 2021

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Ericsson And Uppsala University Team Up To Research Air Quality Prediction Using Machine Learning And Federated learning

Statistical methods have recently been applied in various sectors, spanning from health care to customer relationship management, to analyze and forecast the behavior of...

Google Research Open-Sources ‘SAVi’: An Object-Centric Architecture That Extends The Slot Attention Mechanism To Videos

Multiple distinct things act as compositional building blocks that can be processed independently and recombined in humans' understanding of the world. The foundation for...

Apple Researchers Propose A Method For Reconstructing Training Data From Diverse Machine Learning Models By Ensemble Inversion

Model inversion (MI), where an adversary abuses access to a trained Machine Learning (ML) model in order to infer sensitive information about the model's...

Scientists Use A New Deep Learning Method To Add 301 Planets to KeplerÔÇÖs Total Count

Deep neural networks are machine learning systems that automatically learn a task if provided with necessary data.  An artificial neural network (ANN) having numerous...

MetaICL: A New Few-Shot Learning Method Where A Language Model Is Meta-Trained To Learn To In-Context Learn

Large language models (LMs) are capable of in-context learning, which involves conditioning on a few training examples and predicting which tokens will best complete...

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