Nuit Blanche in Review (September 2017)

Much has happened since the last Nuit Blanche in Review (August 2017). This past month, we saw  The Demise of Cassini and the Rise of Artificial InteIligence but also an implementation, a hardware implementation, several in-depth preprints, an overview, several videos and a job announcement. Enjoy !

Implementations

• Stabilizing GAN Training with Multiple Random Projections - implementation -

Hardware:

• CSHardware: InView Multi-Pix Camera Demonstrates 1FPS SWIR Imaging

In-depth:

• Deep Learning and Inverse Problems
• On Principal Components Regression, Random Projections, and Column Subsampling
• Lazy stochastic principal component analysis / Near Optimal Sketching of Low-Rank Tensor Regression
• Second-Order Optimization for Non-Convex Machine Learning, FLAG, GIANT and Non-Convex Optimization Under Inexact Hessian
• Deep Null Space, Deep Factorization and the Last Image of Cassini
• Random Subspace with Trees for Feature Selection Under Memory Constraints / Learning Mixture of Gaussians with Streaming Data
• Random Subspace with Trees for Feature Selection Under Memory Constraints / Learning Mixture of Gaussians with Streaming Data
• Modeling random projection for tensor objects
• Super-Resolution Imaging Through Scattering Medium Based on Parallel Compressed Sensing / Cell Detection with Deep Convolutional Neural Network and Compressed Sensing / Exploit imaging through opaque wall via deep learning

Overviews

• Overviews: Deep Learning on Reinforcement Learning, Music Generation and Recommender Systems

Meetings/Meetups/CfP

• Paris Machine Learning #1 Season 5: Code Mining, Mangas, Drug Discovery, Open Law, RAMP
• NIPS 2017 accepted papers
• CfP: "Tensor Image Processing" in Signal Processing: Image Communcation, 2018.

Videos:

• Videos: Montreal AI Symposium
• Saturday Morning Videos: Cognitive Computational Neuroscience (CCN) 2017

Jobs:

• CSjob: Assistant Professor, High Dimensional Data Analysis, University of Colorado at Boulder

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