underdarkGIS, to llm
@underdarkGIS@fosstodon.org avatar

🤔 Where do we stand re ? Still no magic bullet to solve our problems?

I must be missing something.

Any pointers, ?

underdarkGIS, to random
@underdarkGIS@fosstodon.org avatar

Excited about our upcoming @emeraldseu #Webinar: Navigating AI's Ethical Aspects

It's a big topic to tackle.

When? 28 March 11:00 CET
Where? https://emeralds-horizon.eu/events/emeralds-webinar-navigating-ais-ethical-aspects

#emeraldseu #aiethics #xai #mobilitydatascience #geoai

underdarkGIS,
@underdarkGIS@fosstodon.org avatar

Probably a good time to re-read our last year's paper "Thinking Geographically about AI Sustainability" to refresh all the ideas and perspectives

https://agile-giss.copernicus.org/articles/4/42/2023/

If you have additional pointers to literature, please share

underdarkGIS, to ArtificialIntelligence
@underdarkGIS@fosstodon.org avatar

If you liked our last year's short paper on #DeepLearning from #TrajectoryData, you'll love our new #preprint even more:

📝 "MobilityDL: A Review of Deep Learning From Trajectory Data"
https://arxiv.org/abs/2402.00732

#MobilityDataScience #SpatialDataScience #MovementData #Mobility #MachineLearning #arxiv #GISChat #OpenScience

underdarkGIS,
@underdarkGIS@fosstodon.org avatar

Just found another new preprint / review on this topic:

for Management and Mining: A Survey and Beyond

https://arxiv.org/pdf/2403.14151.pdf

@movingpandas mentioned 👍

Joe_GISc, to random
@Joe_GISc@mastodon.online avatar

Last, chance to submit an application for the two awesome job openings at Department of Geoinformatics at University of Salzburg! we are looking for a PhD and a PostDoc in and
https://mastodon.online/

simonpeth, to geography
@simonpeth@mastodon.social avatar

📢@ all young scholars out there : There is a great JOB OPENING on &
💰Fully-funded, three-year PhD position @univienna

📅Apply by 31 January 2024
💻More info👉 https://jobs.univie.ac.at/job/University-assistant-predoctoral/1015576801/

@climatemobilities @geography @migrationresearch

underdarkGIS, to Ethics
@underdarkGIS@fosstodon.org avatar

Geographic considerations are largely missing from the ongoing & in discussion.

We've written up some thoughts to start this discussion: https://agile-giss.copernicus.org/articles/4/42/2023/

... including a framework to evaluate models from several sustainability-related angles, including , intensity, , and implications

How do you approach questions of sustainability & in your work?

weiji14,
@weiji14@mastodon.nz avatar

Thanks @underdarkGIS for starting this meaningful discussion on sustainability! @djh, the NASA/IBM Prithvi 100M model is actually 'small' in comparison to others like Scale-MAE (323M param, https://github.com/bair-climate-initiative/scale-mae) from the BAIR group, or the 2.4B param model from SI Analytics (https://arxiv.org/abs/2304.05215). See also the discussion in this thread - https://news.ycombinator.com/item?id=36985197

But best to steer clear from the assumption that more params = better model. It remains to be validated on many use-cases.

developmentseed, to machinelearning
@developmentseed@fosstodon.org avatar

We're thrilled to have @weiji14 attending FOSS4G SotM Oceania this year! Read more about what Wei Ji will present on our blog, and reach out if you want to connect with him during the conference.
https://developmentseed.org/blog/2023-09-20-see-you-at-foss4g-sotm-oceania-2023

weiji14,
@weiji14@mastodon.nz avatar

@developmentseed

Hope to see folks at @foss4g_oceania in two weeks! I'll be sharing about all things ML such as using with (NVIDIA GPU Direct Storage), , , and @projectpythia. Excited to show everyone a peek of what accelerated computing with GPU-native technology looks like 🤗

P.S. The presentation time has been updated to Wednesday, 18 October 2023, 13:50–14:15 (UTC+13)

underdarkGIS, to random
@underdarkGIS@fosstodon.org avatar

There's still time to register for the Fourth Spatial Data Science Symposium

📆 Sept 5-6, 2023
🌐 Distributed & online & free

http://sdss2023.spatial-data-science.net

Join us for great talks and discussions

underdarkGIS, to Vienna
@underdarkGIS@fosstodon.org avatar

Last open position in / / / at the University of is closing in a few days https://univis.univie.ac.at/ausschreibungstellensuche/flow/bew_ausschreibung-flow?_flowExecutionKey=_cA09CEC59-F4C9-83C8-3565-1D8310DE821A_kAC1A45E6-7323-E86F-27EC-00D68BA2EC9D&tid=93642.28

Up to 6 years (NOT implying you have to stay that long). Topic doesn't fit your interests? Contact @stko_ucsb

underdarkGIS, to ai
@underdarkGIS@fosstodon.org avatar

New read 📝: Thinking about

"We propose a framework to evaluate
models from several sustainability-related angles, including , carbon intensity, , and social implications. We encourage future AI / work
to acknowledge its impact as a step towards a more resource-conscious society.

https://agile-giss.copernicus.org/articles/4/42/2023/agile-giss-4-42-2023.pdf

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