We work hard with Intel to make 🤗 Transformers more efficient in production. 🏭 In this new blog post, we break down advanced techniques to tune ML performance through software optimization to get the most out of the latest Intel Xeon CPUs 📈 huggingface.co/blog/bert-cpu-… [🧵1/4]

Why not join Emer and Padhraic and become a Citizen Scientist yourself! Learn how to start mapping your local area on our website. Next workshop is Nov 17th as part of Galway Science & Technology Festival! Insight Research Ireland Centre ENABLE @scienceirel Enable Ireland #footpaths #CitizenScience #mapping

HPE Builds Supercomputer to Improve Weather Predictions for Denmark, Iceland, Ireland and The Netherlands. Great to see this, I feel like currently the only predictions for Galway are expected precipitation or a lot of it 🌧️ enterpriseai.news/2021/11/10/hpe…

With a 'can do' attitude we can achieve many things. @Crowd4access was once only an idea in my mind, got early support of my colleague Venkatesh G M and Insight Research Ireland Centre. Today people are out in the streets to map footpath access for all. I cannot state how proud I feel ☺️

📢SPEAKER ANNOUNCEMENT! Emir Muñoz is delighted to be one of our speakers for #DevFest UK & Ireland! 📅 Saturday, January 29, 2022 🎟️ devfest-uki.com 🌍 London Join us for this Hybrid (in-person & virtual) event. #devfestuki #ai #ml #CustomerExperience

🗨️TALK HIGHLIGHT! "Enhancing Customer Experience with AI/ML" by Emir Muñoz Join us for this Hybrid (in-person & virtual) event 📅 Saturday, January 29, 2022 🎟️ devfest-uki.com 🌍 London #devfestuki #ai #ml #customerexperience

itag's AI Summit 2021 25th Nov @ 11:45 Guest Speaker: Edmund Sutcliffe Deterministic Construction Services: Why this is key to regulatory compliance and safety. Book Now bit.ly/3D7YR0M #innovation #ai #tech #OurTechCommunity #itagTech #TechTalks

Great summary on the progress of ML in 2021

Great thread with many tips in it

Evaluating ML models by computing a metric over a test set is not enough. Critical to identify sub populations within a test set (ie segments/slices) and examine model performance on those subsets. But how do you identify the subsets? Here’s 3 ways:

This article explains how to engineer relationships following 3 principles What Every Engineer and Computer Scientist Should Know: The Biggest Contributor to Happiness m-cacm.acm.org/magazines/2021…

My recent talk at the NSF town hall focused on the history of the AI winters, how the ML community became "anti-science," and whether the rejection of science will cause a winter for ML theory. I'll summarize these issues below...🧵

📢SPEAKER HIGHLIGHT! "Enhancing Customer Experience with AI/ML" by Emir Muñoz Join us this Saturday, January 29, 2022 🎟️ devfest-uki.com 🌍 London #devfestuki #Cloud #AI #ML #AIML #CustomerExperience

Very interesting analogy between fast (AI) decisions and fast food. You can always cook at home or get it from a good restaurant instead of McDonald's. How homeowners defeated Zillow’s AI, which led to Zillow Offers’ demise geekwire.com/2022/commentar…

A Friday ML use case📕 Linkedin uses ML to help their sales representatives segment, prioritize, and help target accounts. To make recommendations useful, they added user-facing explainability features that provide narrative insights.   How it works 👇🏼 engineering.linkedin.com/blog/2022/the-…

A python module to fetch relevant papers based on keywords from different sources, including Arxiv, ACL, ACM, PMLR, CVF etc. and fetch all citations of a research paper from google scholar reddit.com/r/MachineLearn…

⚡️Preprint: Why do tree-based models still outperform deep learning on tabular data? We give solid evidence that, on tabular data, achieving good prediction is easier with tree methods than deep learning (even modern architectures) and explore why hal.archives-ouvertes.fr/hal-03723551 1/9

A Library for Representing Python Programs as Graphs for Machine Learning ai.papers.bar/paper/fe50b7f2… Graph representations of programs are commonly a central element of machine learning for code research. We introduce... 🧵 👇

The biggest enemy of content creators: Writer's block. Some people spend *months* developing their knowledge — when it is time to write, it is gone! Here are 5 types of writer's block and how to solve them.

NEWS: Insight and Genesys to scale up bias detection partnership in #Galway Ollscoil na Gaillimhe | University of Galway University College Dublin Dublin City University UCC Ireland @scienceirel Galway Chamber #TrustworthyAI #MachineLearning #CustomerExperience t.ly/IlywZ