Meta-Learning with Warped Gradient Descent. https://arxiv.org/abs/1909.00025
Fast and Accurate Network Embeddings via Very Sparse Random Projection. https://arxiv.org/abs/1908.11512
Supervised learning using backpropagation is limited in terms of applications and efficacy. Many new AI approaches attempt to move beyond this traditional algorithm for training neural networks
https://www.topbots.com/deeper-than-deep-learning-beyond-backpropagation-geoffrey-hinton/
https://www.topbots.com/deeper-than-deep-learning-beyond-backpropagation-geoffrey-hinton/
This man spent 20 years hammering away at his idea
Most of AI superstars has learned from him https://www.youtube.com/watch?v=UTfQwTuri8Y&feature=share
Most of AI superstars has learned from him https://www.youtube.com/watch?v=UTfQwTuri8Y&feature=share
Learning to Transfer Learn. https://arxiv.org/abs/1908.11406
PracticalAI
A practical approach to learning machine learning
GitHub : https://github.com/GokuMohandas/practicalAI
- đź“š Notebooks on topics from basic Python to advanced deep learning techniques w/ #PyTorch
- 🖥️ Run everything using #Colab : https://colab.research.google.com/github/GokuMohandas/practicalAI/
#deeplearning #python #machinelearning #reinforcementlearning
A practical approach to learning machine learning
GitHub : https://github.com/GokuMohandas/practicalAI
- đź“š Notebooks on topics from basic Python to advanced deep learning techniques w/ #PyTorch
- 🖥️ Run everything using #Colab : https://colab.research.google.com/github/GokuMohandas/practicalAI/
#deeplearning #python #machinelearning #reinforcementlearning
Pathologies of Factorised Gaussian and MC Dropout Posteriors in Bayesian Neural Networks
Foong et al.: https://arxiv.org/abs/1909.00719
#Bayesian #NeuralNetworks #MachineLearning
Foong et al.: https://arxiv.org/abs/1909.00719
#Bayesian #NeuralNetworks #MachineLearning
Wave Physics as an Analog Recurrent Neural Network
Hughes et al.: https://arxiv.org/abs/1904.12831
#Physics #Artificialintelligence #DeepLearning
@ArtificialIntelligenceArticles
Hughes et al.: https://arxiv.org/abs/1904.12831
#Physics #Artificialintelligence #DeepLearning
@ArtificialIntelligenceArticles
arXiv.org
Wave Physics as an Analog Recurrent Neural Network
Analog machine learning hardware platforms promise to be faster and more energy-efficient than their digital counterparts. Wave physics, as found in acoustics and optics, is a natural candidate...
UCL Course on Reinforcement Learning
RL Course by David Silver : https://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html
#reinforcementlearning #machinelearning #deeplearning
@ArtificialIntelligenceArticles
RL Course by David Silver : https://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html
#reinforcementlearning #machinelearning #deeplearning
@ArtificialIntelligenceArticles
https://eventbrite.ca/e/nlp-montreal-2019-workshop-mila-rali-ivado-crm-tickets-70277799791#tickets
@ArtificialIntelligenceArticles
@ArtificialIntelligenceArticles
Eventbrite
NLP Montreal 2019 Workshop (Mila, RALI, IVADO, CRM)
NLP Montreal 2019 is a workshop on natural language processing (NLP) and understanding, with the aim to facilitate interactions between our partners, students and faculty members. The intended audience is individuals who are already familiar with the subject…
First fastMRI challenge now open for submissions
https://ai.facebook.com/blog/fastmri-challenge/
https://ai.facebook.com/blog/fastmri-challenge/
Facebook
First fastMRI challenge now open for submissions
The first ever fastMRI image reconstruction challenge begins today! Based on the fastMRI research project launched by Facebook AI and NYU Langone Health, the challenge aims to reduce the time required to obtain diagnostic-quality images. Winning teams will…
A single-layer RNN can approximate stacked and bidirectional RNNs, and topologies in betw... https://arxiv.org/abs/1909.00021
Creating a data set and a challenge for deepfakes
https://ai.facebook.com/blog/deepfake-detection-challenge/
https://ai.facebook.com/blog/deepfake-detection-challenge/
With $17M in funding, John’s Hopkins launches Center for Psychedelic and Consciousness Research
https://hub.jhu.edu/2019/09/04/hopkins-launches-psychedelic-center/
https://hub.jhu.edu/2019/09/04/hopkins-launches-psychedelic-center/
Johns Hopkins University
Johns Hopkins launches center for psychedelic research
The center, believed to be the first and largest of its kind, will use psychedelics to study the mind, identify therapies for diseases such as addiction, PTSD, Alzheimer's
Interactive Conditional Density Estimation with Neural Networks - PyTorch & Bokeh
By Imad El Hanafi :
Blog: https://imadelhanafi.com/posts/conditional_density_estimation_nn/
Github: https://github.com/imadelh/Neural-CDE
Live version: https://nn-cde.imadelhanafi.com/
#pytorch #neuralnetworks #machinelearning
By Imad El Hanafi :
Blog: https://imadelhanafi.com/posts/conditional_density_estimation_nn/
Github: https://github.com/imadelh/Neural-CDE
Live version: https://nn-cde.imadelhanafi.com/
#pytorch #neuralnetworks #machinelearning
Conditional Density Estimation with Neural Networks
Conditional Density Estimation with Neural Networks :: Imad El Hanafi — Portfolio & Blog
Conditional Density Estimation with Neural Networks Github repo
Live version
Introduction In the context of supervised learning, our goal is to capture a relationship between some observations $\bold{x} = \lbrace x _i \rbrace _{i=1}^{N}$ and a dependent…
Live version
Introduction In the context of supervised learning, our goal is to capture a relationship between some observations $\bold{x} = \lbrace x _i \rbrace _{i=1}^{N}$ and a dependent…
ParaQG: A System for Generating Questions and Answers from Paragraphs
Kumar et al.: https://arxiv.org/abs/1909.01642
#ArtificialIntelligence #Language #MachineLearning
Kumar et al.: https://arxiv.org/abs/1909.01642
#ArtificialIntelligence #Language #MachineLearning
Mathematics for Machine Learning with 75+ video tutorials, 8+ hours of FREE content.
[https://www.youtube.com/playlist?list=PLcQCwsZDEzFmlSc6levE3UV9rZ8yY-D_7](https://www.youtube.com/playlist?list=PLcQCwsZDEzFmlSc6levE3UV9rZ8yY-D_7)
[https://www.youtube.com/playlist?list=PLcQCwsZDEzFmlSc6levE3UV9rZ8yY-D_7](https://www.youtube.com/playlist?list=PLcQCwsZDEzFmlSc6levE3UV9rZ8yY-D_7)