Page 1 of top 100 OER material results
Inspect Is Deep Learning the New 42?
http://videolectures.net/kdd2016_broder_deep_learning/

The history of deep learning goes back more than five decades but in the marketplace of ideas its perceived value went through booms and busts. We are no doubt at ...

Language:eng Provider:Videolectures.NET
Inspect Two Types of Big Data and Three Styles of Deep Learning for AI Applications
http://videolectures.net/kdd2016_deng_big_data/
Language:eng Provider:Videolectures.NET
Inspect Deep‐Learning: Investigating feed‐forward Deep Neural Networks hyper‐parameters and Comparison of Performance to Shallow Methods for Modeling Bioactivity Data
http://videolectures.net/kdd2016_huan_deep_learning/

In recent years, research in Artificial Neural Networks (ANNs) has resurged, now under the Deep-Learning umbrella, and grown extremely popular due to major breakthroughs in methodological and computing capabilities. Deep-Learning methods are ...

Language:eng Provider:Videolectures.NET
Inspect An Overview of Deep Learning and Its Challenges for Technical Computing
http://videolectures.net/tcmm2014_taylor_deep_learning/
Language:eng Provider:Videolectures.NET
Inspect Deep Learning for Financial Sentiment Analysis
http://videolectures.net/kdd2016_sohangir_sentiment_analysis/
Language:eng Provider:Videolectures.NET
Inspect Deep Crossing: Web-Scale Modeling without Manually Crafted Combinatorial Features
http://videolectures.net/kdd2016_shan_combinatorial_features/

Manually crafted combinatorial features have been the "secret sauce" behind many successful models. For web-scale applications, however, the variety and volume of features make these manually crafted features expensive to ...

Language:eng Provider:Videolectures.NET
Inspect A Framework of Combining Deep Learning and Survival Analysis for Asset Health Management
http://videolectures.net/kdd2016_liao_health_management/

We propose a method to integrate feature extraction and prediction as a single optimization task by stacking a threelayer model as a deep learning structure. The first layer of the deep structure is ...

Language:eng Provider:Videolectures.NET
Inspect Deep-er Kernels
http://videolectures.net/lsoldm2013_shawe_taylor_kernels/
Language:eng Provider:Videolectures.NET
Inspect Learning Representations: A Challenge for Learning Theory
http://videolectures.net/colt2013_lecun_theory/

Perceptual tasks such as vision and audition require the construction of good features, or good internal representations of the input. Deep Learning designates a set of supervised and unsupervised methods ...

Language:eng Provider:Videolectures.NET
Inspect Theoretical Neuroscience and Deep Learning Theory
http://videolectures.net/deeplearning2017_ganguli_deep_learning_theory/
Language:eng Provider:Videolectures.NET