Matthew Stewart (@matthewpstewart) header
Matthew Stewart (@matthewpstewart) profile picture

Matthew Stewart

@matthewpstewart

PhD/Postdoc @Harvard | Blogger @TDataScience

 New York, USA
Joined May 2018
  • Tweets51
  • Following3.4K
  • Followers990
3Media
Photo by Matthew Stewart (@matthewpstewart)Photo by Matthew Stewart (@matthewpstewart)
My latest Medium article provides an introduction to the field of tiny machine learning: the ability to perform machine learning on memory-constrained embedded devices. medium.com/@matthew_stewart/…
Tiny Machine Learning: The Next AI Revolution

Tiny Machine Learning: The Next AI Revolution

The bigger model is not always the better model

medium.com
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Matthew Stewart retweeted
Baseten (@baseten) profile picture
Baseten
@baseten23 May 2024
Thank you to the ML engineers, scientists, and founders who attended our NYC AI breakfast yesterday morning. New York's community of AI leaders is just getting started!
Image from Baseten (@baseten)
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Anyone who's touched the US healthcare system-as an employee, patient, or caregiver-knows that finding their *own* data isn't easy. What does this do to innovation more broadly? It stifles it. (1/3) #data #HealthTech #Innovation
Image from Dandelion Health (@Dandelion_AI4H)
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In this article, @MatthewPStewart explores the crucial role of benchmarking in advancing computer science and machine learning buff.ly/3EPjlxO
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🔬🤖 New Nature paper introduces the "embodied Turing test" for AI - a novel approach inspired by #neuroscience nature.com/articles/s41467-0…
Catalyzing next-generation Artificial Intelligence through NeuroAI

Catalyzing next-generation Artificial Intelligence through NeuroAI

Nature Communications - One of the ambitions of computational neuroscience is that we will continue to make improvements in the field of artificial intelligence that will be informed by advances in...

nature.com
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Matthew Stewart retweeted
Colby Banbury (@ColbyBanbury) profile picture
Colby Banbury@ColbyBanbury23 Jan 2023
Introducing the 3rd On-Device Intelligence Workshop, at MLSys '23! Want feedback on early research results or have a tool/method you want to share with the community? Submit a 4-page paper on your work! Call for Papers: tinyurl.com/on-device23 Submission deadline: Feb 24th
Image from Colby Banbury (@ColbyBanbury)
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If only all research papers were this succinct #PhDLife
Image from Matthew Stewart (@matthewpstewart)
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The preprint for our concept paper on "machine learning sensors" is now on arXiv. We describe a new way of deploying ML models to microcontrollers at the level of individual sensors. We hope this will make machine learning more accessible to non-experts. medium.com/towards-data-scie…
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New! A team of @hseas authors describe their wonderful work in developing a massive online course on #TinyML with their collaborators @edXOnline @arduino & @GoogleAI @profvjreddi @dustintingley @MatthewPStewart #appliedML #MOOC #StemEducation hdsr.mitpress.mit.edu/pub/0g…
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My latest Medium article introduces the reader to the nascent field of AI for social good (AI4SG), the intersection of AI with the social sciences and environmental science focusing on the sustainable development goals outlined by the United Nations. medium.com/@matthew_stewart/…
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Researchers @Datacrafting1 and @MatthewPStewart provide a comprehensive review of #COVID19 digital contact tracing applications around the world. @quantumblack @hseas #ContactTracing #privacy #ethics hdsr.mitpress.mit.edu/pub/pv…
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Matthew Stewart retweeted
Ben Levy (@Datacrafting1) profile picture
Ben Levy@Datacrafting130 Jul 2021
Hot off the virtual press in the Harvard Data Science Review! My co-author Matt Stewart and systematically reviewed hundreds of COVID-19 contact tracing apps around the world and assessed how well they conform established ethical principles. hdsr.mitpress.mit.edu/pub/pv…
The Evolving Ecosystem of COVID-19 Contact Tracing Applications · Issue 3.3, Summer 2021

The Evolving Ecosystem of COVID-19 Contact Tracing Applications · Issue 3.3, Summer 2021

hdsr.mitpress.mit.edu
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Matthew Stewart retweeted
Edge Impulse (@EdgeImpulse) profile picture
Edge Impulse@EdgeImpulse9 Jun 2021
"We believe that end-to-end dev platforms such as Edge Impulse, that lower the entry barrier into tinyML, will likely become mainstream and an essential part of the future developer ecosystem." New paper on widening access to applied ML with #tinyML: bit.ly/350UFAv
Image from Edge Impulse (@EdgeImpulse)
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Here is my recent interview with @Elektor's Carmine Abate on the topic of tiny machine learning. For anyone interested in getting started with tiny machine learning, check out our courses on @edXOnline. #machinelearning #artificialintelligence #tinyml elektormagazine.com/articles…
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Two of my posts on fairness and interpretability in machine learning are now featured on @topbots. Find them here: topbots.com/interpretable-ma… #MachineLearning #DataScience #ArtificialIntelligence
Guide to Interpretable Machine Learning

Guide to Interpretable Machine Learning

If you can’t explain it simply, you don’t understand it well enough. — Albert Einstein Disclaimer: This article draws and expands upon material from (1) Christoph Molnar’s excellent book on Interpr...

topbots.com
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I just published in @TDataScience Guide to Classification on Imbalanced Datasets towardsdatascience.com/guide…
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I just published Programming Fairness in Algorithms link.medium.com/PcbVLxvDM7
Programming Fairness in Algorithms

Programming Fairness in Algorithms

Understanding and combating issues of fairness in supervised learning.

link.medium.com
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Finally got my Master’s degree from Harvard, now just to finish the PhD! Yes it’s in latin and I can’t read it either 😅 lnkd.in/ekkdeJN
Finally got my Master’s degree from Harvard, now just to finish the PhD! Yes it’s in latin and I...

Finally got my Master’s degree from Harvard, now just to finish the PhD! Yes it’s in latin and I...

Finally got my Master’s degree from Harvard, now just to finish the PhD! Yes it’s in latin and I can’t read it either 😅 | 49 comments on LinkedIn

linkedin.com
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Matthew Stewart retweeted
Itamar Lev (@itamar_lev) profile picture
Itamar Lev@itamar_lev10 Jun 2020
This tool is AMAZING - this maps the referenced literature in a paper and shows you the connections between them. A very usful tool to dive into a topic! connectedpapers.com/
Connected Papers | Find and explore academic papers

Connected Papers | Find and explore academic papers

A unique, visual tool to help researchers and applied scientists find and explore papers relevant to their field of work.

connectedpapers.com
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Aerosol scientists believe that speaking may be an important and under-recognized transmission mechanism for COVID-19, according to an editorial published today in the Aerosol Science and Technology. #COVID2019 tandfonline.com/doi/full/10.…
The coronavirus pandemic and aerosols: Does COVID-19 transmit via expiratory particles?

The coronavirus pandemic and aerosols: Does COVID-19 transmit via expiratory particles?

Published in Aerosol Science and Technology (Vol. 54, No. 6, 2020)

tandfonline.com
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