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Growing up with AI
By Stefania Druga Graduate Student, Personal Robots Group LEGO Papert Fellow 2018
New
The latest blog posts to take off on Hacker News. 292 posts.
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A Deep Dive into Monte Carlo Tree Search
(This was originally a sponsor talk given at PyCon 2018. Unfortunately there is no video.)
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Counting Bees on a Raspberry Pi with a ConvNet
the first thing i thought when we setup our bee hive was "i wonder how you could count the number of bees coming and going?"
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Federated Learning: Collaborative Machine Learning without Centralized Training
Posted by Brendan McMahan and Daniel Ramage, Research ScientistsStandard machine learning approaches require centralizing the training data on one ...
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AI and Compute
Stay up to speed on the rapid advancement of AI technology and the benefits it offers to humanity.
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Prefrontal cortex as a meta-reinforcement learning system
Recently, AI systems have mastered a range of video-games such as Atari classics Breakout and Pong. But as impressive as this performance is, AI still relies on the equivalent of thousands of hours of gameplay to reach and surpass the performance of human video game players. In contrast, we can usually grasp the…
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Google Duplex: An AI System for Accomplishing Real World Tasks Over the Phone
Posted by Yaniv Leviathan, Principal Engineer and Yossi Matias, Vice President, Engineering, Google A long-standing goal of human-computer intera...
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Write Emails Faster with Smart Compose in Gmail
Powered by artificial intelligence, Smart Compose suggests complete sentences in your emails so that you can draft emails from scratch, faster.
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Reinforcement Learning – Bandit Problems
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Extracting Structured Data from Recipes Using Conditional Random Fields (2015)
Erica Greene describes the tool that she built to extract structured data from recipes.
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Asylo: an open-source framework for confidential computing
Protecting data is the number one consideration when running workloads in the cloud. While cloud infrastructures offer numerous security controls, some enterprises want additional verifiable isolation for their most sensitive workloads—capabilities which have become known as confidential computing. Today we’re excited…
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Nvidia Tesla V100 on Google Cloud Platform
NVIDIA Tesla V100 GPUs are now available in beta on Compute Engine and GKE, and NVIDIA Tesla P100 GPUs are now GA.
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Introduction to Decision Tree Learning
From Kaggle to classrooms, one of the first lessons in machine learning involves decision trees. The reason for the focus on decision trees is that they aren’t very mathematics heavy compared to other ML approaches, and at the same time,… Continue reading Introduction to Decision Tree Learning
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New AI Imaging Technique Reconstructs Photos with Realistic Results
Researchers from NVIDIA, led by Guilin Liu, introduced a state-of-the-art deep learning method that can edit images or reconstruct a corrupted image, one that has holes or is missing pixels.
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Artificial intelligence accelerates discovery of metallic glass
Machine learning algorithms pinpoint new materials 200 times faster than previously possible
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Executing gradient descent on the earth
A common analogy for explaining gradient descent goes like the following: a person is stuck in the mountains during heavy fog, and must navigate their way down. The natural way they will approac......
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An Augmented Reality Microscope for Cancer Detection
Posted by Martin Stumpe, Technical Lead and Craig Mermel, Product Manager, Google Brain Team (Updated Aug 12, 2019: The work described in this blog...
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Text Embedding Models Contain Bias
As Machine Learning practitioners, when faced with a task, we usually select or train a model primarily based on how well it performs on that task. For example, say we're building a system to classify whether a movie review is positive or negative. We take 5 different models and see how well each performs this task:
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Personalized Hey Siri
Apple introduced the “Hey Siri” feature with the iPhone 6 (iOS 8). This feature allows users to invoke Siri without having to press the home…