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Category: Machine Learning

Latest Machine Learning News

Machine Learning Posted onNovember 27, 2018

Student group explores the ethical dimensions of artificial intelligence

Author: Kim Martineau | MIT Quest for Intelligence For years, the tech industry followed a move-fast-and-break-things approach, and few people seemed to mind as a […] Read More

Machine Learning Posted onNovember 27, 2018

Activation Regularization for Reducing Generalization Error in Deep Learning Neural Networks

Author: Jason Brownlee Deep learning models are capable of automatically learning a rich internal representation from raw input data. This is called feature or representation […] Read More

Machine Learning Posted onNovember 25, 2018

How to Reduce Overfitting in Deep Neural Networks Using Weight Constraints in Keras

Author: Jason Brownlee Weight constraints provide an approach to reduce the overfitting of a deep learning neural network model on the training data and improve […] Read More

Machine Learning Posted onNovember 22, 2018

A Gentle Introduction to Weight Constraints to Reduce Generalization Error in Deep Learning

Author: Jason Brownlee Weight regularization methods like weight decay introduce a penalty to the loss function when training a neural network to encourage the network […] Read More

Machine Learning Posted onNovember 21, 2018

AI brings “dreams” to life at the Walt Disney Concert Hall

Author: Walt Disney Concert Hall (WDCH) has been home to the Los Angeles Philharmonic since 2003. When architect Frank Gehry designed the Concert Hall, he […] Read More

Machine Learning Posted onNovember 20, 2018

How to Reduce Overfitting of a Deep Learning Model with Weight Regularization

Author: Jason Brownlee Weight regularization provides an approach to reduce the overfitting of a deep learning neural network model on the training data and improve […] Read More

Machine Learning Posted onNovember 18, 2018

Use Weight Regularization to Reduce Overfitting of Deep Learning Models

Author: Jason Brownlee Neural networks learn a set of weights that best map inputs to outputs. A network with large network weights can be a […] Read More

Machine Learning Posted onNovember 16, 2018

I think, therefore I code

Author: Gina Vitale | MIT News correspondent To most of us, a 3-D-printed turtle just looks like a turtle; four legs, patterned skin, and a […] Read More

Machine Learning Posted onNovember 15, 2018

How to Grid Search Deep Learning Models for Time Series Forecasting

Author: Jason Brownlee Grid searching is generally not an operation that we can perform with deep learning methods. This is because deep learning methods often […] Read More

Machine Learning Posted onNovember 14, 2018

Bridge to the future of engineering

Author: School of Engineering faculty are embracing the new MIT Stephen A. Schwarzman College of Computing as a bold response to the rapid evolution of […] Read More

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