Artificial Intelligence & Machine Learning Refs

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Reference to materials of Machine Learning, Artificial Intelligence, Virtual and Augmented Reality. Also Internet of Things and Blockchain.

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Artificial Intelligence & Machine Learning Refs

18 Jun 2019, 14:32

https://www.intel.ai/cerl/#gs.jt8feq

Collaborative Evolutionary Reinforcement Learning (CERL) - Intel AI

An important, emerging branch of machine learning is reinforcement learning (RL). In RL, the machine learns which action to take in order to maximize its reward; it can be a physical action, like a robot moving an arm, or a conceptual action, like a computer game selecting which chess piece to move ...

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Artificial Intelligence & Machine Learning Refs

17 Jun 2019, 21:45

2019 International Conference on Machine Learning.
Materials.
https://david-abel.github.io/notes/icml_2019.pdf

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Artificial Intelligence & Machine Learning Refs

16 Jun 2019, 14:28

https://blog.sicara.com/05-2019-best-ai-new-articles-this-month-4a202e173e5a

The Best of AI: New Articles Published This Month (May 2019)

10 data articles handpicked by the Sicara team, just for you

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Artificial Intelligence & Machine Learning Refs

16 Jun 2019, 14:27

https://pair-code.github.io/interpretability/bert-tree/

Language, trees, and geometry in neural networks

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Artificial Intelligence & Machine Learning Refs

16 Jun 2019, 14:14

https://www.news-medical.net/news/20190612/Artificial-intelligence-better-than-humans-in-diagnosing-pigmented-skin-lesions.aspx

Artificial intelligence better than humans in diagnosing pigmented skin lesions

When it comes to the diagnosis of pigmented skin lesions, artificial intelligence is superior to humans. In a study conducted under the supervision of the MedUni Vienna human experts "competed" against computer algorithms.

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Artificial Intelligence & Machine Learning Refs

15 Jun 2019, 13:38

Forward from: Machinelearning

Applying AutoML to Transformer Architectures

http://ai.googleblog.com/2019/06/applying-automl-to-transformer.html

Applying AutoML to Transformer Architectures

Posted by David So, Software Engineer, Google AI Since it was introduced a few years ago, Google’s Transformer architecture has been ap...

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Artificial Intelligence & Machine Learning Refs

14 Jun 2019, 15:06

https://www.cbinsights.com/research/artificial-intelligence-top-startups

The AI 100: Artificial Intelligence Startups That You Better Know

The most promising 100 AI startups working across the artificial intelligence value chain, from hardware and data infrastructure to industrial applications.

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Artificial Intelligence & Machine Learning Refs

13 Jun 2019, 15:31

https://www.microsoft.com/en-us/ai/ai-lab-projects

Projects from Microsoft AI labs

Explore the many Microsoft AI lab projects that use real-world AI applications.

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Artificial Intelligence & Machine Learning Refs

11 Jun 2019, 14:57

https://m.medicalxpress.com/news/2019-06-ai-software-reveals-short-term-memory.html

AI software reveals the inner workings of short-term memory

Research by neuroscientists at the University of Chicago shows how short-term, working memory uses networks of neurons differently depending on the complexity of the task at hand.

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Artificial Intelligence & Machine Learning Refs

11 Jun 2019, 14:21

https://www.quantamagazine.org/how-artificial-intelligence-is-changing-science-20190311

How Artificial Intelligence Is Changing Science

The latest AI algorithms are probing the evolution of galaxies, calculating quantum wave functions, discovering new chemical compounds and more. Is there

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Artificial Intelligence & Machine Learning Refs

10 Jun 2019, 15:25

https://singularityhub.com/2019/06/05/darpas-new-project-is-investing-millions-in-brain-machine-interface-tech

DARPA's New Project Is Investing Millions in Brain-Machine Interface Tech

The technology could boost functions of veterans with neural damage or PTSD—or allow a soldier to control swarms of AI-enabled drones with his or her mind.

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Artificial Intelligence & Machine Learning Refs

9 Jun 2019, 16:09

https://arxiv.org/abs/1906.02287

Automated Machine Learning: State-of-The-Art and Open Challenges

With the continuous and vast increase in the amount of data in our digital world, it has been acknowledged that the number of knowledgeable data scientists can not scale to address these...

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Artificial Intelligence & Machine Learning Refs

8 Jun 2019, 14:45

https://stackabuse.com/overview-of-classification-methods-in-python-with-scikit-learn/

Overview of Classification Methods in Python with Scikit-Learn

Introduction Are you a Python programmer looking to get into machine learning? An excellent place to start your journey is by getting acquainted with Scikit-Learn. Doing some classification with Scikit-Learn is a straightforward and simple way to start applying what you've learned, to make machine ...

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Artificial Intelligence & Machine Learning Refs

8 Jun 2019, 14:41

https://www.forbes.com/sites/arielcohen/2019/06/07/as-china-challenges-the-u-s-in-ai-big-data-and-machine-learning-are-reshaping-the-energy-industry

As China Challenges The U.S. in AI, Big Data And Machine Learning Are Reshaping The Energy Industry

Machine learning, Big Data, and automation are revolutionizing global industry – and the energy sector is no exception.

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Artificial Intelligence & Machine Learning Refs

7 Jun 2019, 15:48

https://arxiv.org/abs/1906.01698

Open Sesame: Getting Inside BERT's Linguistic Knowledge

How and to what extent does BERT encode syntactically-sensitive hierarchical information or positionally-sensitive linear information? Recent work has shown that contextual representations like...

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Artificial Intelligence & Machine Learning Refs

6 Jun 2019, 15:09

https://arxiv.org/abs/1906.00114

Examining Structure of Word Embeddings with PCA

In this paper we compare structure of Czech word embeddings for English-Czech neural machine translation (NMT), word2vec and sentiment analysis. We show that although it is possible to...

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Artificial Intelligence & Machine Learning Refs

5 Jun 2019, 16:00

https://towardsdatascience.com/bert-explained-state-of-the-art-language-model-for-nlp-f8b21a9b6270

BERT Explained: State of the art language model for NLP

An approachable and understandable explanation of BERT, a recent paper by Google that achieved SOTA results in wide variety of NLP tasks.

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Artificial Intelligence & Machine Learning Refs

5 Jun 2019, 15:10

https://www.benzinga.com/money/best-artificial-intelligence-stocks/

The Best Artificial Intelligence Stocks of 2019 (Just Updated) • Benzinga

Looking to add AI stocks to your portfolio? Benzinga takes a look at the best artificial intelligence stocks that you might be missing out on.

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Artificial Intelligence & Machine Learning Refs

3 Jun 2019, 19:47

Forward from: Machine Learning World

Notes from Karpathy on common mistakes when training NN
http://karpathy.github.io/2019/04/25/recipe/

A Recipe for Training Neural Networks

Musings of a Computer Scientist.

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Artificial Intelligence & Machine Learning Refs

2 Jun 2019, 17:24

https://www.psychologytoday.com/ca/blog/the-future-brain/201905/new-twist-ai-evolutionary-algorithms-in-neuroscience

New Twist on AI Evolutionary Algorithms in Neuroscience

This week IBM researchers announced a state-of-the-art AI model for studying neurodegenerative disorders using evolutionary algorithms instead of deep learning.

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