The ethical automation toolkit
https://towardsdatascience.com/the-ethical-automation-toolkit-f1fd4281534e?source=collection_home---4------2-----------------------
https://towardsdatascience.com/the-ethical-automation-toolkit-f1fd4281534e?source=collection_home---4------2-----------------------
Towards Data Science
The ethical automation toolkit
This toolkit attempts to communicate to nonexperts the deliberations of ethical automation.
Unsupervised Learning with Graph Neural Networks
video: http://www.ipam.ucla.edu/programs/workshops/workshop-iv-deep-geometric-learning-of-big-data-and-applications/?tab=schedule
guide: http://helper.ipam.ucla.edu/publications/glws4/glws4_15546.pdf
video: http://www.ipam.ucla.edu/programs/workshops/workshop-iv-deep-geometric-learning-of-big-data-and-applications/?tab=schedule
guide: http://helper.ipam.ucla.edu/publications/glws4/glws4_15546.pdf
IPAM
Workshop IV: Deep Geometric Learning of Big Data and Applications - IPAM
Tiresias: Predicting Security Events Through Deep Learning
https://arxiv.org/abs/1905.10328
https://arxiv.org/abs/1905.10328
arXiv.org
Tiresias: Predicting Security Events Through Deep Learning
With the increased complexity of modern computer attacks, there is a need for defenders not only to detect malicious activity as it happens, but also to predict the specific steps that will be...
Geoffrey Hinton Leads Google Brain Representation Similarity Index Research Aiming to Understand Neural Networks
https://medium.com/syncedreview/geoffrey-hinton-leads-google-brain-representation-similarity-index-research-aiming-to-understand-b5d14bf77f49
https://medium.com/syncedreview/geoffrey-hinton-leads-google-brain-representation-similarity-index-research-aiming-to-understand-b5d14bf77f49
Medium
Geoffrey Hinton Leads Google Brain Representation Similarity Index Research Aiming to Understand Neural Networks
A Google Brain research team led by Turing Award recipient Geoffrey Hinton recently published a paper that presents an effective method for…
Using Dimensionality Reduction to Visualize Job Polarization
https://towardsdatascience.com/using-dimensionality-reduction-to-visualize-job-polarization-cf2a9ceac90e?source=collection_home---4------1-----------------------
https://towardsdatascience.com/using-dimensionality-reduction-to-visualize-job-polarization-cf2a9ceac90e?source=collection_home---4------1-----------------------
Towards Data Science
Using Dimensionality Reduction to Visualize Job Polarization
In this post, we illustrate how dimensionality reduction techniques including principal component analysis (PCA) and multidimensional…
EfficientNet: Improving Accuracy and Efficiency through AutoML and Model Scaling
http://ai.googleblog.com/2019/05/efficientnet-improving-accuracy-and.html
http://ai.googleblog.com/2019/05/efficientnet-improving-accuracy-and.html
research.google
EfficientNet: Improving Accuracy and Efficiency through AutoML and Model Scaling
Posted by Mingxing Tan, Staff Software Engineer and Quoc V. Le, Principal Scientist, Google AI Convolutional neural networks (CNNs) are commonly de...
Teaching language models grammar really does make them smarter
http://news.mit.edu/2019/teaching-language-models-grammar-makes-them-smarter-0529
http://news.mit.edu/2019/teaching-language-models-grammar-makes-them-smarter-0529
MIT News
Teaching language models grammar really does make them smarter
Researchers have taken psycholinguistic tests originally developed to study human language understanding and adapted them to probe what neural networks know about language. Grammar helps the models learn faster and perform better.
Human-level performance in first-person multiplayer games with population-based deep reinforcement learning
Link: https://arxiv.org/abs/1807.01281
Link: https://arxiv.org/abs/1807.01281
arXiv.org
Human-level performance in first-person multiplayer games with...
Recent progress in artificial intelligence through reinforcement learning (RL) has shown great success on increasingly complex single-agent environments and two-player turn-based games. However,...
Using AI to Determine Whether Figurative or Abstract Art is More Popular Today
https://towardsdatascience.com/using-ai-to-determine-whether-figurative-or-abstract-art-is-more-popular-today-401bb18435bf
https://towardsdatascience.com/using-ai-to-determine-whether-figurative-or-abstract-art-is-more-popular-today-401bb18435bf
Medium
Using AI to Determine Whether Figurative or Abstract Art is More Popular Today
Lessons from a Recent Art Fair
Artificial Intelligence & Art
French Art Collective Sold AI-Generated Portrait for $432K, Raising Questions from Creative Coding Community
https://medium.com/@rawannasser/artificial-intelligence-art-3876fc5a0a40
French Art Collective Sold AI-Generated Portrait for $432K, Raising Questions from Creative Coding Community
https://medium.com/@rawannasser/artificial-intelligence-art-3876fc5a0a40
Medium
Artificial Intelligence & Art
French Art Collective Sells AI-Generated Portrait for $432K and Raises Questions from Creative Coding Community
Q&A: Phillip Isola on the art and science of generative models
http://news.mit.edu/2019/phillip-isola-art-and-science-generative-models-gans-0530
http://news.mit.edu/2019/phillip-isola-art-and-science-generative-models-gans-0530
MIT News
Q&A: Phillip Isola on the art and science of generative models
MIT Assistant Professor Phillip Isola answers questions about the current and future state of generative adversarial networks, or GANs.
Artificial Intelligence Full Course | Artificial Intelligence Tutorial for Beginners
https://www.youtube.com/watch?v=JMUxmLyrhSk
https://www.youtube.com/watch?v=JMUxmLyrhSk
YouTube
Artificial Intelligence Full Course | Artificial Intelligence Tutorial for Beginners | Edureka
🔥PGP in Generative AI and ML in collaboration with Illinois Tech: https://www.edureka.co/executive-programs/pgp-generative-ai-machine-learning-certification-training
🔥Generative AI Course: Master's Program: https://www.edureka.co/masters-program/generative…
🔥Generative AI Course: Master's Program: https://www.edureka.co/masters-program/generative…
Artificial Intelligence Tutorial for Beginners | Artificial Intelligence
https://www.youtube.com/watch?v=WZVAfLreIwM
https://www.youtube.com/watch?v=WZVAfLreIwM
YouTube
Artificial Intelligence Tutorial for Beginners | Artificial Intelligence Explained | Edureka
** Machine Learning Engineer Masters Program: https://www.edureka.co/masters-program/machine-learning-engineer-training **
This Edureka video on "Artificial Intelligence Tutorial" will provide you with a detailed and comprehensive knowledge of Artificial…
This Edureka video on "Artificial Intelligence Tutorial" will provide you with a detailed and comprehensive knowledge of Artificial…
Alexa, Alex, or Al?
3 Suggestions to Fight Gender Biases in AI Assistants
https://towardsdatascience.com/alexa-alex-or-al-7a7e28fb4736
3 Suggestions to Fight Gender Biases in AI Assistants
https://towardsdatascience.com/alexa-alex-or-al-7a7e28fb4736
Towards Data Science
Alexa, Alex, or Al?
3 Suggestions to Fight Gender Biases in AI Assistants
Introducing Google Research Football: A Novel Reinforcement Learning Environment
http://ai.googleblog.com/2019/06/introducing-google-research-football.html
http://ai.googleblog.com/2019/06/introducing-google-research-football.html
research.google
Introducing Google Research Football: A Novel Reinforcement Learning Environment
Posted by Karol Kurach, Research Lead and Olivier Bachem, Research Scientist, Google Research, Zürich The goal of reinforcement learning (RL) is ...