neural networks – Andrew Fairless, Ph.D.

What I Read: Geometric Deep Learning

By Andrew Fairless on April 10, 2023February 22, 2023

https://thegradient.pub/towards-geometric-deep-learning/ Towards Geometric Deep LearningMichael Bronstein18.Feb.2023 “Geometric Deep Learning is an umbrella term for approaches considering a broad class of ML problems from the perspectives of symmetry and invariance.”

What I Read: Against Naive AI Scaling

By Andrew Fairless on July 27, 2022June 27, 2022

https://jacobbuckman.com/2022-06-14-an-actually-good-argument-against-naive-ai-scaling/ An Actually-Good Argument Against Naive AI ScalingJacob BuckmanPosted on June 14, 2022 “…the debate is whether scaled-up language models in the style of GPT-3 will eventually become general intelligences,Continue readingWhat I Read: Against Naive AI Scaling

What I Read: Exploring Virtual Worlds, AI

By Andrew Fairless on July 14, 2022July 8, 2022

https://www.quantamagazine.org/ai-makes-strides-in-virtual-worlds-more-like-our-own-20220624/ By Exploring Virtual Worlds, AI Learns in New WaysAllison WhittenContributing WriterJune 24, 2022 “Intelligent beings learn by interacting with the world. Artificial intelligence researchers have adopted a similar strategyContinue readingWhat I Read: Exploring Virtual Worlds, AI

What I Read: Reducing Toxicity in Language Models

By Andrew Fairless on May 10, 2021April 17, 2021

https://lilianweng.github.io/lil-log/2021/03/21/reducing-toxicity-in-language-models.html Reducing Toxicity in Language Modelsby Lilian WengMar 21, 2021 “Large pretrained language models are trained over a sizable collection of online data. They unavoidably acquire certain toxic behavior andContinue readingWhat I Read: Reducing Toxicity in Language Models

What I Read: Decentralized AI For Healthcare

By Andrew Fairless on May 7, 2021April 17, 2021

https://thegradient.pub/decentralized-ai-for-healthcare/ Decentralized AI For Healthcareby Zehra HayirciApril 8 2021 8:52 PM “Federated Learning… is the latest distributed learning framework that proposes training on locally stored data with local computational powerContinue readingWhat I Read: Decentralized AI For Healthcare

What I Read: Zero-Shot Learning

By Andrew Fairless on May 6, 2021April 13, 2021

https://www.kdnuggets.com/2021/04/zero-shot-learning.html Zero-Shot Learning: Can you classify an object without seeing it before?Developing machine learning models that can perform predictive functions on data it has never seen before has become anContinue readingWhat I Read: Zero-Shot Learning

Tag: neural networks