UNDERSTANDING MACHINE LEARNING
From Theory to Algorithms
Download: https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/understanding-machine-learning-theory-algorithms.pdf
From Theory to Algorithms
Download: https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/understanding-machine-learning-theory-algorithms.pdf
If you are looking for a source of inspiration for your next research or your next AI project, here you can find a big lake to swim: Google Research gives you access to more than 5700 publications since 1998.
Google Research is a division of Google that tackles challenges that define the technology of today and tomorrow, and you can have access to its research work as they publish it. https://medium.com/tech-cult-heartbeat/do-you-know-you-can-have-access-to-5779-publications-from-google-research-right-now-b42b2313c325
Google Research is a division of Google that tackles challenges that define the technology of today and tomorrow, and you can have access to its research work as they publish it. https://medium.com/tech-cult-heartbeat/do-you-know-you-can-have-access-to-5779-publications-from-google-research-right-now-b42b2313c325
Medium
You can have access to 5779 publications from Google Research right now.
If you are looking for inspiration for your next research or AI project, here you can find a big lake to swim: Google Research!
List of Open-Source RL Algorithms
By Sergey Kolesnikov, https://docs.google.com/spreadsheets/d/1EeFPd-XIQ3mq_9snTlAZSsFY7Hbnmd7P5bbT8LPuMn0/edit#gid=0
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
By Sergey Kolesnikov, https://docs.google.com/spreadsheets/d/1EeFPd-XIQ3mq_9snTlAZSsFY7Hbnmd7P5bbT8LPuMn0/edit#gid=0
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
Google Docs
Open-source RL
Behaviour Suite for Reinforcement Learning, or ‘bsuite’
Osband et al. https://arxiv.org/abs/1908.03568v2
A collection of carefully-designed experiments that investigate core capabilities of RL agents
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
Osband et al. https://arxiv.org/abs/1908.03568v2
A collection of carefully-designed experiments that investigate core capabilities of RL agents
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
Deepfakes may be a useful tool for spies https://www.technologyreview.com/f/613778/deepfakes-spies-espionage/
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications
https://arxiv.org/abs/2001.06937
https://arxiv.org/abs/2001.06937
PHYRE: A New Benchmark for Physical Reasoning
By: Anton Bakhtin, Laurens van der Maaten, Justin Johnson, Laura Gustafson and Ross Girshick.
Facebook AI Research : https://phyre.ai
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
By: Anton Bakhtin, Laurens van der Maaten, Justin Johnson, Laura Gustafson and Ross Girshick.
Facebook AI Research : https://phyre.ai
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
phyre.ai
PHYRE · A Benchmark For Physical Reasoning
GPT-2 and the Nature of Intelligence
Gary Marcus, The Gradient: https://thegradient.pub/gpt2-and-the-nature-of-intelligence/
#GPT2 #DeepLearning #GenerativeModels
Gary Marcus, The Gradient: https://thegradient.pub/gpt2-and-the-nature-of-intelligence/
#GPT2 #DeepLearning #GenerativeModels
The Gradient
GPT-2 and the Nature of Intelligence
Anything that looks like genuine understanding is just an illusion.
Geoffrey Hinton - On the Nature of Intelligence
https://www.youtube.com/watch?v=MhvfhKnEIqM
https://www.youtube.com/watch?v=MhvfhKnEIqM
YouTube
Geoffrey Hinton - On the Nature of Intelligence
This talk is from the Creative Destruction Lab's fourth annual conference, "Machine Learning and the Market for Intelligence", hosted at the University of Toronto's Rotman School of Management on October 23, 2018.
Improved Classification of Blood-Brain-Barrier Drugs Using Deep Learning
https://www.nature.com/articles/s41598-019-44773-4
https://www.nature.com/articles/s41598-019-44773-4
Nature
Improved Classification of Blood-Brain-Barrier Drugs Using Deep Learning
Scientific Reports - Improved Classification of Blood-Brain-Barrier Drugs Using Deep Learning
Multi Matrix Deep Learning with GPUs
https://www.artiba.org/blog/multi-matrix-deep-learning-with-gpus
https://www.artiba.org/blog/multi-matrix-deep-learning-with-gpus
Introduction to Reinforcement Learning
By DeepMind : https://youtube.com/watch?v=2pWv7GOvuf0&list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
By DeepMind : https://youtube.com/watch?v=2pWv7GOvuf0&list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ
#ArtificialIntelligence #DeepLearning #ReinforcementLearning
Optuna: A Next-generation Hyperparameter Optimization Framework"
Akiba et al.: https://arxiv.org/abs/1907.10902
#ArtificialIntelligence #DataScience #MachineLearning
Akiba et al.: https://arxiv.org/abs/1907.10902
#ArtificialIntelligence #DataScience #MachineLearning