Carnegie Mellon University, Andrew Carnegie, Heinz College, Allen Newell, University of Pittsburgh, Randy Pausch

Frontiers in Machine Learning: Climate Impact of Machine Learning

On Sep 26, 2020
@MSFTResearch shared
As machine learning models have grown larger in recent times, progressing in accuracy, they also require more compute resources overall. Discover some of the ways researchers are proposing to mitigate the resulting energy consumption and carbon emissions: https://t.co/D4TDhyz3RL
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Microsoft has made an ambitious commitment to remove its carbon footprint in response to the overwhelming urgency of addressing climate change. Meanwhile, recent advances in machine learning (ML) models, such as transformer-based NLP, have produced substantial gains in accuracy at the ...

www.microsoft.com
On Sep 26, 2020
@MSFTResearch shared
As machine learning models have grown larger in recent times, progressing in accuracy, they also require more compute resources overall. Discover some of the ways researchers are proposing to mitigate the resulting energy consumption and carbon emissions: https://t.co/D4TDhyz3RL
Open

Frontiers in Machine Learning: Climate Impact of Machine Learning

Frontiers in Machine Learning: Climate Impact of Machine Learning

Microsoft has made an ambitious commitment to remove its carbon footprint in response to the overwhelming urgency of addressing climate change. Meanwhile, recent advances in machine ...

Experts: Design To Impact Climate Change, AI in 2020

Experts: Design To Impact Climate Change, AI in 2020

Two CMU professors anticipate opportunities for designers to address impacts from climate change and help humanize artificial intelligence.

MineRL sample-efficient reinforcement learning challenge—back for a second year—benefits organizers, as well as larger research community

MineRL sample-efficient reinforcement learning challenge—back for a second year—benefits organizers, as well as larger research community

In its second year, the sample-efficient reinforcement learning challenge MineRL, based on Project Malmo, continues to push the state of the art while benefiting not only the larger ...

NeurIPS 2019 : MineRL Competition

NeurIPS 2019 : MineRL Competition

Crowdsourcing AI to solve real-world problems

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

Exploring the current state of model explainability approaches and emerging ideas shaping the field.

Learn about the cloud, with Carnegie Mellon University Cloud Microsoft Learn learning path

Learn about the cloud, with Carnegie Mellon University Cloud Microsoft Learn learning path

Carnegie Mellon University Cloud Developer learning path is live on Microsoft Learn. In partnership with Dr. Majd Sakr and Carnegie Mellon University. Cloud Admin Basics ...

Your smartwatches may soon know way, way more about what you’re doing

Your smartwatches may soon know way, way more about what you’re doing

Researchers from Carnegie Mellon were able to decode when people wearing an LG watch were scrolling on their phones, typing, or washing their hands.

Apparently, Your Voice Can Now Tell If You Have Covid-19

Apparently, Your Voice Can Now Tell If You Have Covid-19

Researchers have released an early version of an app called COVID Voice Detector that can determine if you have COVID-19, just by analyzing your voice.

Software upgrade could let smartwatches know exactly what our hands are doing

Software upgrade could let smartwatches know exactly what our hands are doing

What if your smartwatch could recognize every movements made by your hands? Researchers from Carnegie Mellon University have figured out a way to capture fine-grained hand activity in ...

AI puts on poker face to beat world champs

AI puts on poker face to beat world champs

AI experts hail breakthrough as bot beats humans over 10,000 hands of six-player poker.

MineRL Competition 2019

MineRL Competition 2019

The Task: Obtain Diamond in Minecraft Minecraft is a 3D, first-person, open-world game centered around the gathering of resources and creation of structures and items. The agent begins in a ...

Sign up for the competition now!

Sign up for the competition now!

The Task: Obtain Diamond in Minecraft Minecraft is a 3D, first-person, open-world game centered around the gathering of resources and creation of structures and items. The agent begins in a ...

AI guru Fei Fei Li set to leave Google this year

AI guru Fei Fei Li set to leave Google this year

Dr. Fei Fei Li, one of Google's most reknowned artificial intelligence researchers, will return to Stanford. Her replacement is CMU's Andrew Moore.

Women in Big Data - AWS AI/ML Virtual Meetup

Women in Big Data - AWS AI/ML Virtual Meetup

Calling all those working in Big Data, AI/ML to join forces in fostering conversations and attracting female talent to analytics, AI/ML and helping them connect, engage and grow! This a ...