Nuit Blanche

To be filed in the Matrix Factorization Jungle page in the clustering section and its attendant phase transitions. ...

  Nuclear Norm Minimization via Active Subspace Selection by Cho-Jui Hsieh , Peder A. Olsen We describe a novel approach to optimi...

Random projections with tensors. Randomized Interpolative Decomposition of Separated Representations by David J. Biagioni , Danie...

At the last Machine Learning meetup in Paris , someone (I believe it was Vincent Guigue ) made the comment that "not" was a rela...

Here are all 41 hours of courses given in Iceland this Summer at the Machine Learning Summer School . Enjoy the rest fo your week-end. I kn...

You probably recall this entry on Deep Learning and Convolutional Kernel Networks , well there is an attendant implementation availab...

Following up on this entry , here are some headways connecting the deep architectures of some neural networks with random matrix theory an...

Compressive sensing, nonlinearity, classification, terrific ! Nonlinear Information-Theoretic Compressive Measurement Design by Li...

Greedy algorithm for nuclear norm minimization on the manifold (hopefully we'll get to see an implementation of it at some point in t...

How do you learn policies when you have too many features ? Sparse Reinforcement Learning via Convex Optimization Zhiwei Qin , Weich...