Machine Learning Times
Machine Learning Times
EXCLUSIVE HIGHLIGHTS
Podcast: Four Things the Machine Learning Industry Must Learn from Self-Driving Cars
    Welcome to the next episode of The Machine...
A Refresher on Continuous Versus Discrete Input Variables
 How many times have I heard that the most...
Podcast: Why Deep Learning Could Expedite the Next AI Winter
  Welcome to the next episode of The Machine Learning...
PAW Preview Video: Evan Wimpey, Director of Strategic Analytics at Elder Research
 In anticipation of his upcoming presentation at Deep Learning...

AI

Pathways Language Model (PaLM): Scaling to 540 Billion Parameters for Breakthrough Performance

 Originally published in Google AI Blog, April 4, 2022. In recent years, large neural networks trained for language understanding and generation have achieved impressive results across a wide range of tasks. GPT-3 first showed that large language models (LLMs) can be used for few-shot learning and can achieve impressive results without large-scale task-specific data collection or model parameter updating. More

PAW Preview Video: Andre Ferreira at TransitionZero

 In anticipation of his upcoming presentation at Predictive Analytics World Climate, presented virtually June 1-2, 2022, Andre Ferreira, Data Scientist at TransitionZero provided a brief video overview of his PAW Climate presentation.  Catch a glimpse of his...

Podcast: The Accuracy Fallacy and the Media’s Bogus Coverage of AI

  Welcome to the next episode of The Machine Learning Times Executive Editor Eric Siegel’s podcast, The Doctor Data Show. Click here for all episodes and links to listen on your preferred platform. The Accuracy Fallacy and the Media’s...

Russia Uses A.I. to Spread Disinformation About Invasion on Ukraine

 Originally published in Marca, Feb 3, 2022. For over a decade, Russia has been at the forefront of disinformation farms that spread all over the world. Their main goal is to destabilize countries and meddle with election processes...

Paradise Lost: Art Created by AI Is Ineligible for Copyright Protection

 Originally published in JDSupra, March 3, 2022. The US Copyright Office Review Board (“Board”) rejected a request to register a computer-generated image of a landscape for copyright protection, explaining that a work must be created by a...

Good News About the Carbon Footprint of Machine Learning Training

 Originally published in Google AI Blog, Feb 15, 2022. Machine learning (ML) has become prominent in information technology, which has led some to raise concerns about the associated rise in the costs of computation, primarily the carbon footprint,...

AI Hype: the Good, the Bad, and the Ugly

 The Good: American economist Robert Shiller wrote of economic bubbles in his best-selling book, Irrational Exuberance. Shiller illuminates “why it is so difficult for smart money to profit by betting against bubbles.” He writes that “psychological contagion promotes a...

AI in Health and Medicine

 Originally published Nature Medicine, Jan 20, 2022. Abstract Artificial intelligence (AI) is poised to broadly reshape medicine, potentially improving the experiences of both clinicians and patients. We discuss key findings from a 2-year weekly effort to track...

Sharing Learnings From the First Algorithmic Bias Bounty Challenge

 Originally posted on Twitter Engineering, Sept 21, 2021. In October 2020, people on Twitter raised concerns that the saliency model we used to crop images didn’t serve all people equitably. Shortly thereafter, we published our algorithmic bias assessment which...

Amazon Reimagines In-Store Shopping with Amazon Style

 Originally published in Amazon News/Retail, Jan 20, 2022. Our first-ever physical apparel store offers a personalized, convenient shopping experience where Amazon’s technology and operations make it easy for customers to find styles they love at great prices....

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