Google Faculty Research Awards 2018
http://ai.googleblog.com/2019/03/google-faculty-research-awards-2018.html
http://ai.googleblog.com/2019/03/google-faculty-research-awards-2018.html
Googleblog
Google Faculty Research Awards 2018
Asymptotic Analysis Explained with Pokémon: A Deep Dive into Complexity Analysis
https://medium.freecodecamp.org/asymptotic-analysis-explained-with-pok%C3%A9mon-a-deep-dive-into-complexity-analysis-8bf4396804e0?source=---------8---------------------
https://medium.freecodecamp.org/asymptotic-analysis-explained-with-pok%C3%A9mon-a-deep-dive-into-complexity-analysis-8bf4396804e0?source=---------8---------------------
freeCodeCamp.org
Asymptotic Analysis Explained with Pokémon: A Deep Dive into Complexity Analysis
Unearthing the complexities of complexity analysis with Pikachu!
Hyper-parameter Tuning Techniques in Deep Learning
https://towardsdatascience.com/hyper-parameter-tuning-techniques-in-deep-learning-4dad592c63c8
https://towardsdatascience.com/hyper-parameter-tuning-techniques-in-deep-learning-4dad592c63c8
Medium
Hyper-parameter Tuning Techniques in Deep Learning
The process of setting the hyper-parameters requires expertise and extensive trial and error. There are no simple and easy ways to set…
Finding similar images using Deep learning and Locality Sensitive Hashing
https://towardsdatascience.com/finding-similar-images-using-deep-learning-and-locality-sensitive-hashing-9528afee02f5
https://towardsdatascience.com/finding-similar-images-using-deep-learning-and-locality-sensitive-hashing-9528afee02f5
Medium
Finding similar images using Deep learning and Locality Sensitive Hashing
A simple walkthrough on finding similar images through image embedding by a ResNet 34 using FastAI & Pytorch. Also doing fast semantic…
How to use Test Driven Development in a Data Science Workflow
https://towardsdatascience.com/tdd-datascience-689c98492fcc
https://towardsdatascience.com/tdd-datascience-689c98492fcc
Medium
How to use Test Driven Development in a Data Science Workflow
Another thing Data Scientists and Machine Learning Engineers should learn from Software Developers
DeepMind: This Card Game Is the Next Frontier for AI Research
https://www.youtube.com/watch?v=cD-eXjf854Q
https://www.youtube.com/watch?v=cD-eXjf854Q
YouTube
DeepMind: The Hanabi Card Game Is the Next Frontier for AI Research
📝 The paper "The Hanabi Challenge: A New Frontier for AI Research" and a blog post is available here:
https://arxiv.org/abs/1902.00506
http://www.marcgbellemare.info/blog/a-cooperative-benchmark-announcing-the-hanabi-learning-environment/
❤️ Pick up cool…
https://arxiv.org/abs/1902.00506
http://www.marcgbellemare.info/blog/a-cooperative-benchmark-announcing-the-hanabi-learning-environment/
❤️ Pick up cool…
Machine Learning Algorithms Full Course | Tutorial
https://www.youtube.com/watch?v=XXHIK4iJYek
https://www.youtube.com/watch?v=XXHIK4iJYek
Reducing the Need for Labeled Data in Generative Adversarial Networks
http://ai.googleblog.com/2019/03/reducing-need-for-labeled-data-in.html
http://ai.googleblog.com/2019/03/reducing-need-for-labeled-data-in.html
Googleblog
Reducing the Need for Labeled Data in Generative Adversarial Networks
Creating AI for GameBoy Part 4: Q-Learning and Variations
https://towardsdatascience.com/creating-ai-for-gameboy-part-4-q-learning-and-variations-2a0d35dd0b1c
https://towardsdatascience.com/creating-ai-for-gameboy-part-4-q-learning-and-variations-2a0d35dd0b1c
Medium
Creating AI for GameBoy Part 4: Q-Learning and Variations
The part we’ve all been waiting for
Kicking neural network automation into high gear
http://news.mit.edu/2019/convolutional-neural-network-automation-0321
http://news.mit.edu/2019/convolutional-neural-network-automation-0321
MIT News
Kicking neural network design automation into high gear
MIT researchers have developed a neural architecture search (NAS) algorithm that designs optimized machine-learning models called convolutional neural networks on ImageNet 200 times faster than Google’s algorithm.
Уменьшение зависимости от размеченных данных у генеративно-состязательных сетей
https://habr.com/ru/post/444768/
https://habr.com/ru/post/444768/
Хабр
Уменьшение зависимости от размеченных данных у генеративно-состязательных сетей
Генеративно-состязательные сети (ГСС) [Generative Adversarial Networks, GAN] – обладающий интересными возможностями класс глубоких генеративных моделей. Их основная идея – обучение двух нейросетей,...
Colorizing Old B&W Photos and Videos With the Help of AI
https://towardsdatascience.com/colorizing-old-b-w-photos-and-videos-with-the-help-of-ai-76ba086f15ec
https://towardsdatascience.com/colorizing-old-b-w-photos-and-videos-with-the-help-of-ai-76ba086f15ec
Medium
Colorizing Old B&W Photos and Videos With the Help of AI
This project is based on a research work developed at the University of California, Berkeley by Richard Zhang, Phillip Isola, and Alexei A…
Stanford CS230: Deep Learning | Autumn 2018 | Lecture 1 - Class Introduction and Logistics
https://www.youtube.com/watch?v=PySo_6S4ZAg
https://www.youtube.com/watch?v=PySo_6S4ZAg
YouTube
Stanford CS230: Deep Learning | Autumn 2018 | Lecture 1 - Class Introduction & Logistics, Andrew Ng
For more information about Stanford's Artificial Intelligence professional and graduate programs visit: https://stanford.io/3eJW8yT
Andrew Ng is an Adjunct Professor, Computer Science at Stanford University.
Kian Katanforoosh is a Lecturer, Computer Science…
Andrew Ng is an Adjunct Professor, Computer Science at Stanford University.
Kian Katanforoosh is a Lecturer, Computer Science…
Новый алгоритм в 200 раз ускоряет автоматическое проектирование нейросетей
https://habr.com/ru/post/444920/
https://habr.com/ru/post/444920/
Хабр
Новый алгоритм в 200 раз ускоряет автоматическое проектирование нейросетей
ProxylessNAS напрямую оптимизирует архитектуры нейронных сетей для конкретной задачи и оборудования, что позволяет значительно увеличить производительность по...
Corporates Going All in on Neural Machine Translation Research
https://slator.com/technology/corporates-going-all-in-on-neural-machine-translation-research/
https://slator.com/technology/corporates-going-all-in-on-neural-machine-translation-research/
Slator
Corporates Going All in on Neural Machine Translation Research | Slator
Long the domain of academia, fundamental research in machine translation has become a battleground for big tech and niche providers.
The Actual Difference Between Statistics and Machine Learning
https://towardsdatascience.com/the-actual-difference-between-statistics-and-machine-learning-64b49f07ea3
https://towardsdatascience.com/the-actual-difference-between-statistics-and-machine-learning-64b49f07ea3
Medium
The Actual Difference Between Statistics and Machine Learning
No, they are not the same. If machine learning is just glorified statistics, then architecture is just glorified sand-castle construction.
Simulated Policy Learning in Video Models
http://ai.googleblog.com/2019/03/simulated-policy-learning-in-video.html
http://ai.googleblog.com/2019/03/simulated-policy-learning-in-video.html
Googleblog
Simulated Policy Learning in Video Models