Andrew Fairless – Page 34 – Andrew Fairless, Ph.D.

What I Read: Emergent Features

By Andrew Fairless on October 6, 2022August 22, 2022

LLM.int8() and Emergent Features LLM.int8() and Emergent Features2022-08-17 by Tim Dettmers “…I use advanced quantization methods to achieve no performance degradation transformer inference at scale that makes large models moreContinue readingWhat I Read: Emergent Features

What I Read: Self-Taught AI, Brain

By Andrew Fairless on October 4, 2022August 22, 2022

https://www.quantamagazine.org/self-taught-ai-shows-similarities-to-how-the-brain-works-20220811/ Self-Taught AI Shows Similarities to How the Brain WorksAnil AnanthaswamyContributing WriterAugust 11, 2022 “Self-supervised learning allows a neural network to figure out for itself what matters. The process mightContinue readingWhat I Read: Self-Taught AI, Brain

What I Read: Comparing quantiles at scale

By Andrew Fairless on October 3, 2022August 22, 2022

https://engineering.atspotify.com/2022/03/comparing-quantiles-at-scale-in-online-a-b-testing/ Comparing quantiles at scale in online A/B-testingMarch 23, 2022Published by Mårten Schultzberg (Senior Data Scientist) and Sebastian Ankargren (Data Scientist) “…we have been able to reduce the computational complexityContinue readingWhat I Read: Comparing quantiles at scale

What I Read: Testing Firefox, machine learning

By Andrew Fairless on September 29, 2022August 22, 2022

https://hacks.mozilla.org/2020/07/testing-firefox-more-efficiently-with-machine-learning/ Testing Firefox more efficiently with machine learningBy Andrew Halberstadt, Marco CastelluccioPosted on July 9, 2020 “Even with all of these optimizations our CI still runs around 10 compute yearsContinue readingWhat I Read: Testing Firefox, machine learning

What I Read: Robot Learned, Scraping Web

By Andrew Fairless on September 28, 2022August 22, 2022

https://www.wired.com/story/google-robot-learned-to-take-orders-by-scraping-the-web/ Google’s New Robot Learned to Take Orders by Scraping the WebWill KnightBusinessAug 16, 2022 10:00 AM “The machine learning technique that taught notorious text generator GPT-3 to write canContinue readingWhat I Read: Robot Learned, Scraping Web

What I Read: Concept Drift Without Labeled Data

By Andrew Fairless on September 26, 2022August 22, 2022

https://concept-drift.fastforwardlabs.com/ Inferring Concept Drift Without Labeled DataFF22Aug 2021 “…we explore broadly applicable approaches for dealing with concept drift when labeled data is not readily accessible. We’ll start by defining whatContinue readingWhat I Read: Concept Drift Without Labeled Data

What I Read: streaming for data scientists

By Andrew Fairless on September 21, 2022August 22, 2022

https://huyenchip.com//2022/08/03/stream-processing-for-data-scientists.html Introduction to streaming for data scientistsChip HuyenAug 3, 2022 “In our recent survey, almost half of the data scientists we asked said they would like to move from batchContinue readingWhat I Read: streaming for data scientists

What I Read: Challenging AI to Learn Better

By Andrew Fairless on September 20, 2022August 22, 2022

https://www.quantamagazine.org/the-computer-scientist-trying-to-teach-ai-to-learn-like-we-do-20220802/ The Computer Scientist Challenging AI to Learn BetterAllison WhittenContributing WriterAugust 2, 2022Christopher Kanan is building algorithms that can continuously learn over time — the way we do. “Instead ofContinue readingWhat I Read: Challenging AI to Learn Better

What I Read: introduction to NumPyro

By Andrew Fairless on September 19, 2022August 22, 2022

https://dfm.io/posts/intro-to-numpyro/ An astronomer’s introduction to NumPyroDan Foreman-MackeyJul 28 2022 “In this post… I’ll focus primarily on providing an introduction to NumPyro, which is a probabilistic programming library that provides anContinue readingWhat I Read: introduction to NumPyro

What I Read: Supercharging A/B Testing

By Andrew Fairless on September 15, 2022August 3, 2022

Supercharging A/B Testing at Uber Supercharging A/B Testing at UberSergey Gitlin, Krishna Puttaswamy, Luke Duncan, Deepak Bobbarjung, and Arun Babu A S PJuly 21, 2022 “…building a correct and reliableContinue readingWhat I Read: Supercharging A/B Testing

Author: Andrew Fairless