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Saturday, August 27, 2016

Saturday Morning Videos: ICML 2016 Plenary, Tutorials and more....

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     The videos for ICML 2016 are out ! They are all here: http://techtalks.tv/icml/2016/orals/ Thank you to the organizing commi...
Friday, August 26, 2016

Lecture Notes on Randomized Linear Algebra / Spectral Graph Methods by Michael Mahoney

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  Michael Mahoney just made available 188 pages of his lecture notes on Randomized Linear Algebra and 257 pages of his lecture note...

Factorized Binary Codes for Large-ScaleNearest Neighbor Search

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Factorized Binary Codes for Large-ScaleNearest Neighbor Search  by Frederick Tung , James J. Little    Hashing algorithms for fas...
Thursday, August 25, 2016

Videos: Deep Learning Summer School 2016

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The videos and slides of the  Deep Learning Summer School 2016 are out on VideoLectures.net: Invited Talks Machine Learning ...
Wednesday, August 24, 2016

How to Fake Multiply by a Gaussian Matrix

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You know what happens when Random Matrices Are Too Damn Large and so yuuuggge, they cannot be held in memory nor processed ? well, the ans...
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Direct inference on compressive measurements using convolutional neural networks

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 Here is another instance of the great convergence. Here the first layer of a deep network is a compressive sensing system. The results are...
Tuesday, August 23, 2016

Stable Reinforcement Learning with Autoencoders for Tactile and Visual Data

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Here is an interesting bit where random features are used to approximate control policy modeling in reinforcement learning and deep auto-en...
Monday, August 22, 2016

Decoupled Neural Interfaces using Synthetic Gradients

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Last week in Stacked Approximated Regression Machine: A Simple Deep Learning Approach we mentioned a way for neural networks to be built w...

Full Resolution Image Compression with Recurrent Neural Networks

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The real question is not whether we are seeing another instance of the Great Convergence , but when is Deepmind going to beat the Weissmann...
Friday, August 19, 2016

Reviews: Low-Rank Semidefinite Programming:Theory and Applications / A Primer on Reproducing Kernel Hilbert Spaces

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    In the same spirit as the Highly Technical Reference pages , I have created an " Overviews " tag that links back to all...