It's been five months, already, here is what we featured on Nuit Blanche since the last Nuit Blanche in Review (Janvier 2018). During that time, Mila Nikolova left us. Here are some other things that happened.
Implementations
- Fast Convex Pruning of Deep Neural Networks - implementation -
- Unsupervised Learning with Stein's Unbiased Risk Estimator - implementation -
- Deep Mesh Projectors for Inverse Problems - implementation -
- McKernel: A Library for Approximate Kernel Expansions in Log-linear Time - implementation -
- NEWMA: a new method for scalable model-free online change-point detection - implementation -
- Video, Preprint and Implementation: Measuring the Intrinsic Dimension of Objective Landscapes
- Efficient Neural Architecture Search via Parameter Sharing - implementation -
- The Future of Random Projections II
- Mini-workshop: The Future of Random Projections II, 1pm-4pm, May 2nd, 2018, Paris, France
- Sunday Morning Insight: LightOn Cloud: Light Based Technology for AI on the Cloud
- Processeurs optiques et traitement de données de grande dimension/ Optical Co-Processors and High Dimensional Data Processing, Paris, April 5, 2018
Meetings:
- CfP: OIP'21 : Optics for information processing in the 21th century, 23-26 May 2018 Florence (Italy)
- Sparse Representations and Compressed Sensing Workshop, March 23rd 2018, Inria Paris
- Institute for Advanced Study - Princeton University Joint Symposium on "The Mathematical Theory of Deep Neural Networks", Tuesday March 20th
Posters:
In-depth
- Quantized Compressive K-Means
- Stabilizing Embedology: Geometry-Preserving Delay-Coordinate Maps
- q-Neurons: Neuron Activations based on Stochastic Jackson's Derivative Operators
- Adversarial Noise Layer: Regularize Neural Network By Adding Noise / Training robust models using Random Projection (implementation)
- Revisiting Skip-Gram Negative Sampling Model With Regularization
- Blocked Direct Feedback Alignment: Exploring the Benefits of Direct Feedback Alignment
- SUNLayer: Stable denoising with generative networks
- Gradients explode - Deep Networks are shallow - ResNet explained
- Random projections in gravitational wave searches of compact binaries
- Randomness in Deconvolutional Networks for Visual Representation
- Economic Impact of Compressive Sensing
Book:
Video:
- Video, Preprint and Implementation: Measuring the Intrinsic Dimension of Objective Landscapes
- Videos: Computational Theories of the Brain, Simons Institute for the Theory of Computing
- Videos: The "Institute for Advanced Study - Princeton University Joint Symposium on 'The Mathematical Theory of Deep Neural Networks'"
- Saturday Morning Videos: Bandit Convex Optimization, PGMO Lecture 1 and 2
- Saturday Morning Video:On Characterizing the Capacity of Neural Networks using Algebraic Topology by William Guss
- Saturday Morning Videos: NIPS2017 Meta Learning Symposium videos
- Saturday Morning Videos: IPAM Workshop on New Deep Learning Techniques
job:
Around the blogs:
conferences
Paris Machine Learning meetups:
- Paris Machine Learning #9, Season 5: Adaptive Learning, Emotion Recognition, Search, AI and High Energy Physics, How Kids code AI?
- Paris Machine Learning #9: "Past & Present & Future of Deep Learning & Artificial Intelligence" Juergen Schmidhuber
- IMPAC IMaging-PsychiAtry Challenge: predicting autism A data challenge on Autism Spectrum Disorder detection
- Ce soir/Today: Paris Machine Learning Meetup Hors Série #4 Saison 5: Le Canada et l'IA
- Paris Machine Learning #8 Season 5, Chat with Self Driving Cars Engineers at Voyage, Funding AI at Zeroth, NVIDIA GTC, Quality inspection at Scortex and Low Rank Matrices
- Paris Machine Learning Meetup Newsletter, Avril 2018: “Be the change you wish to see in the world” [In French]
- Paris Machine Learning Meetup #7 Season 5, Natural Language Understanding (NLU), AI for HR, decentralized AI
- Paris Machine Learning Meetup #6 Season 5: Nano-neurons, Drug design, Electronic Health Records...
- IMPAC IMaging-PsychiAtry Challenge: predicting autism A data challenge on Autism Spectrum Disorder detection
IA en France
Other
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