Andrew Fairless – Page 67 – Andrew Fairless, Ph.D.

What I Read: Cellular Automata in Stream Learning

By Andrew Fairless on February 17, 2021January 18, 2021

https://www.kdnuggets.com/2020/11/cellular-automata-stream-learning.html Cellular Automata in Stream LearningBy Jesús López, Data Scientist and Researcher in Machine Learning and Artificial Intelligence “With the advent of fast data streams, real-time machine learning has becomeContinue readingWhat I Read: Cellular Automata in Stream Learning

What I Read: Isolation Forest

By Andrew Fairless on February 16, 2021January 18, 2021

https://towardsdatascience.com/isolation-forest-is-the-best-anomaly-detection-algorithm-for-big-data-right-now-e1a18ec0f94f Isolation Forest is the best Anomaly Detection Algorithm for Big Data Right NowAndrew YoungNov 13 “Isolation forest or “iForest” is an astoundingly beautiful and elegantly simple algorithm that identifiesContinue readingWhat I Read: Isolation Forest

What I Read: Dynamic Data Testing

By Andrew Fairless on February 16, 2021January 18, 2021

https://medium.com/anomalo-hq/dynamic-data-testing-f831435dba90 Dynamic Data TestingJeremy StanleyNov 18 “Can’t we write down a clear set of rules that govern exactly how our data should behave, just like we do when testing software?Continue readingWhat I Read: Dynamic Data Testing

What I Read: Revisiting Sutton’s Bitter Lesson for AI

By Andrew Fairless on February 15, 2021January 18, 2021

https://blog.exxactcorp.com/compute-goes-brrr-revisiting-suttons-bitter-lesson-artificial-intelligence/ Deep LearningCompute Goes Brrr: Revisiting Sutton’s Bitter Lesson for Artificial IntelligenceMarketing, October 27, 2020 “The main driver of AI progress, according to Sutton, is the increasing availability of computeContinue readingWhat I Read: Revisiting Sutton’s Bitter Lesson for AI

What I Read: The way we train AI is flawed

By Andrew Fairless on February 15, 2021January 18, 2021

https://www.technologyreview.com/2020/11/18/1012234/training-machine-learning-broken-real-world-heath-nlp-computer-vision/ The way we train AI is fundamentally flawedThe process used to build most of the machine-learning models we use today can’t tell if they will work in the realContinue readingWhat I Read: The way we train AI is flawed

What I Read: How DAGs grow

By Andrew Fairless on February 14, 2021January 18, 2021

https://greatexpectations.io/blog/deeper-wider-thicker/ How DAGs grow: Deeper, wider, and thickerNovember 16, 2020 “Over time, this turns into a steady, compounding creep in the maintenance time that you’re putting into the project…. StuffContinue readingWhat I Read: How DAGs grow

What I Read: long-term symptoms of Covid-19

By Andrew Fairless on February 14, 2021January 18, 2021

https://www.vox.com/22166236/long-term-side-effects-covid-19-symptoms-heart-fatigue The many strange long-term symptoms of Covid-19, explainedby Lois ParshleyDecember 15 2020 9:27 PM “…preliminary research suggests that somewhere between 10 percent and 88 percent of Covid-19 patients willContinue readingWhat I Read: long-term symptoms of Covid-19

What I Read: Mismatches between Optimization Analyses and Deep Learning

By Andrew Fairless on February 13, 2021January 14, 2021

http://www.offconvex.org/2020/10/21/intrinsicLR/ Mismatches between Traditional Optimization Analyses and Modern Deep LearningZhiyuan Li and Sanjeev AroraOct 21, 2020 “You may remember our previous blog post showing that it is possible to doContinue readingWhat I Read: Mismatches between Optimization Analyses and Deep Learning

What I Read: US Government Will Pay Doctors to Use AI Algorithms

By Andrew Fairless on February 13, 2021January 14, 2021

https://www.wired.com/story/us-government-pay-doctors-use-ai-algorithms/ Tom SimoniteBusiness11.10.2020 07:00 AMThe US Government Will Pay Doctors to Use These AI AlgorithmsThe artificial intelligence programs can diagnose eye disease in diabetics and complications in stroke patients. “TheContinue readingWhat I Read: US Government Will Pay Doctors to Use AI Algorithms

What I Read: Why is life expectancy in the US lower?

By Andrew Fairless on February 12, 2021January 14, 2021

https://ourworldindata.org/us-life-expectancy-low Why is life expectancy in the US lower than in other rich countries?by Max RoserOctober 29, 2020 “Why do Americans have a lower life expectancy than people in otherContinue readingWhat I Read: Why is life expectancy in the US lower?

Author: Andrew Fairless