AI Essentials

Research

Discover how AI, Machine Learning and advanced algorithms impact our lives, our jobs and the economy thanks to expert articles that include discussion on the potential, limits and consequences of AI

Top news of the week: 24.12.2020.

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Research

@NandoDF shared
On Dec 23, 2020
RT @Mononofu: I'm happy to announce that our MuZero paper has been published in Nature: https://t.co/jtXgqrzRwL ! Please see our official blog post https://t.co/buMXAhMarh for more; also see my personal blog for a high level description of MuZero: https://t.co/MflujTdy2V https://t.co/cZo77ClKOE
Open
MuZero Intuition

MuZero Intuition

Posts and writings by Julian Schrittwieser

@Montreal_IA shared
On Dec 18, 2020
RT @AndrewYNg: What rules regarding publishing papers would be fair, when it relates to work done by researchers working for companies? I ask this question in this week's The Batch, and would love to hear your thoughts. https://t.co/u97lUGjH6W https://t.co/yyhwzxoMag
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Should researchers be allowed to release any technology they wish, as long as they don't publish confidential information?

Should researchers be allowed to release any technology they wish, as long as they don't publish confidential information?

Dear friends, like many people in the AI community, I am saddened by the sudden departure from Google of ethical AI researcher Timnit Gebru.

@amuellerml shared
On Dec 22, 2020
RT @rasbt: "Top 10 Python libraries of 2020": Really love @tryolabs yearly reviews & lists. https://t.co/ChGTTYO087 HiPlot sounds like something I want to check out. A tool for discovering correlations and patterns in high-dimensional data using parallel plots https://t.co/27lgEeUShh
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Top 10 Python libraries of 2020

Top 10 Python libraries of 2020

There are so many amazing Python libraries out there that it's hard to keep track of all of them. That's why we share with you our hand-picked selection of some top libraries.

@ylecun shared
On Dec 22, 2020
RT @_willfalcon: Super cool! Excited to announce our partnership with @facebookai to help standardize research and production code with @PyTorchLightnin. If you're a company not using lightning, look into it! It's great for research AND production :) https://t.co/EZMKBob2tL
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Reengineering Facebook AI’s deep learning platforms for interoperability

Reengineering Facebook AI’s deep learning platforms for interoperability

Having a single set of interchangeable building blocks across different AI subfields will help accelerate progress. We’re reengineering our platforms, using Hydra for configs, and offering ...

@MSFTResearch shared
On Dec 22, 2020
Modern vision systems are highly sensitive to perturbations of their inputs. In new work, researchers present a framework that exploits this sensitivity to create “unadversarial objects,” inputs optimized specifically for more robust model performance: https://t.co/b0uNZyuzla
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Unadversarial examples: Designing objects for robust vision

Unadversarial examples: Designing objects for robust vision

Modern vision systems are highly sensitive to perturbations of their inputs. In new work, researchers present a framework that exploits this sensitivity to create robust, or unadversarial, ...

@Miles_Brundage shared
On Dec 23, 2020
RT @Mononofu: I'm happy to announce that our MuZero paper has been published in Nature: https://t.co/jtXgqrzRwL ! Please see our official blog post https://t.co/buMXAhMarh for more; also see my personal blog for a high level description of MuZero: https://t.co/MflujTdy2V https://t.co/cZo77ClKOE
Open
MuZero: Mastering Go, chess, shogi and Atari without rules

MuZero: Mastering Go, chess, shogi and Atari without rules

In 2016, we introduced AlphaGo, the first artificial intelligence (AI) program to defeat humans at the ancient game of Go. Two years later, its successor - AlphaZero - learned from scratch ...

@shakir_za shared
On Dec 23, 2020
RT @hadyelsahar: All you need to know about 🌍 #AfricaNLP workshop at @eaclmeeting 2021 Submit your papers by ⚡Feb. 5⚡ https://t.co/KeUB6MVPgd Peer Mentorship (new!) 🤝 https://t.co/62LEgBQltD Join us on slack for Q&A https://t.co/aWQNFJ6ms8 https://t.co/HgZAZlVadw
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AfricaNLP 2021 Peer Mentorship Form

AfricaNLP 2021 Peer Mentorship Form

We believe in Peer mentorship i.e. we do not distinguish interested parties in a "mentor" and a "mentee" pool, since we believe that everyone has valuable knowledge and experience to share, ...

@thinkmariya shared
On Dec 22, 2020
#NeurIPS2020 accepted over 100 papers on graphs. This article explores 10 research papers covering a particular type of graphs, knowledge graphs. Read the article to learn the latest research ideas on knowledge graphs. https://t.co/DFX7tEwABj #MachineLearning #AI
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Machine Learning on Knowledge Graphs at NeurIPS 2020

Machine Learning on Knowledge Graphs at NeurIPS 2020

The article explores 10 research papers on knowledge graphs (KGs) that might be quite influential in 2021.