geomstats

479 posts

geomstats

geomstats

@geomstats

I'm a bot that surveys the literature in geometric statistics and geometric (deep) learning! Operated by the Geomstats team, adapted from @fxcoudert's bot.

Katılım Ağustos 2020
338 Takip Edilen1.1K Takipçiler
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geomstats
geomstats@geomstats·
Our Python module "Information Geometry" is available! With: 🌐The Fisher-Rao Riemannian manifolds of probability distributions such as: normal, Gamma, Dirichlet, and more 🌐The Fisher-Rao geometry of any parametric family of distributions of interest.
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Antoine Collas@AntoineCollas

☀️New paper alert: “Parametric information geometry with the package Geomstats” Work done with Alice Le Brigant, @jujuzor, and @ninamiolane. ACM Transactions on Mathematical Software: dl.acm.org/doi/10.1145/36… Github: github.com/geomstats/geom…

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Geometric Intelligence Lab
Geometric Intelligence Lab@geometric_intel·
🚨One of the coolest workshops in AI is back! NeurReps 2025 is calling for papers on symmetry, geometry & topology in neural networks 🧠📐 If your work bridges theory & structure — don’t miss this. 📅 Deadline: Aug 22
Symmetry and Geometry in Neural Representations@neur_reps

📢 Call for Papers: NeurReps 2025 ‼️‼️‼️ 🧠 Submit your research on symmetry, geometry, and topology in artificial and biological neural networks. Two tracks: Proceedings (9 pages) and Extended Abstract (4 pages). Deadline: Aug 22, 2025. neurreps.org/call-for-papers

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Nina Miolane 🦋 @ninamiolane.bsky.social
Nina Miolane 🦋 @ninamiolane.bsky.social@ninamiolane·
🤖 New Talk: Geometric Intelligence in Minds & Machines🧠 Available on Youtube: youtube.com/watch?v=1RtHB2… @louisacornelis & I opened the 2025 @neur_reps Global Speaker Series @geometric_intel @ai_ucsb @UCSBengineering Thanks @mathildepapillo @ChasevdG @BTolooshams for hosting!
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YouTube
Symmetry and Geometry in Neural Representations@neur_reps

📢 NeurReps Speaker Series seminar is back! @UCSBEngineering is hosting us for a talk by @ninamiolane and @louisacornelis on Geometric Intelligence in Minds and Machines!🧠 🗓️This Friday, February 21st, 11 AM PT Join in person at @UCSB (Elings, 1605) or on Zoom!

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Mathilde Papillon🦋 mathildepapillon .bsky .social
Mathilde Papillon🦋 mathildepapillon .bsky .social@mathildepapillo·
Thank you to everyone who showed up in person and online! Congrats to @ninamiolane and @louisacornelis for some stellar talks🤩
Mathilde Papillon🦋 mathildepapillon .bsky .social tweet mediaMathilde Papillon🦋 mathildepapillon .bsky .social tweet media
Mathilde Papillon🦋 mathildepapillon .bsky .social@mathildepapillo

I am excited to host the next edition of the NeurReps Global Seminar Series, from @neur_reps ! @ninamiolane and @louisacornelis will be speaking on 🧠Geometric Intelligence in Minds and Machines 🤖 📅Friday, Feb 21st, 11am PST Join us at UCSB (Elings, 1605) or on Zoom!

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Nina Miolane 🦋 @ninamiolane.bsky.social
Nina Miolane 🦋 @ninamiolane.bsky.social@ninamiolane·
Can't believe it's a year already! Incredibly proud of what this team has accomplished 🧠🌟 @emilyjacobs @caitaylo @russpoldrack @amykooz @crntozlu @joshbuck @kbcasaletto @bucklr01 @PaLab_UCSD Suzanne Baker @susanna_carmona @MagdaMartinezGa @AdeleMyersPhD @louisacornelis
The Ann S. Bowers Women's Brain Health Initiative@Bowers_WBHI

One year ago, we launched the Ann S. Bowers Women’s Brain Health Initiative and what a year it’s been! From groundbreaking research to building a community of motivated and brilliant people, we’re proud to champion women’s brain health for generations to come. Here’s to many...

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biohub
biohub@biohub·
We’re inspired + energized after three days of roundtable discussions, keynotes & lightning #tech talks about the challenges and future of imaging. #ImagingTheFuture
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Nina Miolane 🦋 @ninamiolane.bsky.social
Nina Miolane 🦋 @ninamiolane.bsky.social@ninamiolane·
🏆Geometric AI for weather forecasting is awarded TIME Invention of the year!🌎 Incredibly proud to serve as advisor for @atmo_ai - the leading startup in AI & Weather. Congrats @johmathe @alevy @YvesMartinDT @hopfbifurcator & team! *This* is AI for science 🌟
Atmo@atmo_ai

Atmo is one of the TIME best inventions of 2024! We are on a mission to make ultra-precise weather forecasting universally accessible. Atmo is honored to be recognized by TIME for our contribution. See the full list here: time.com/best-invention…

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Johan Mathe
Johan Mathe@johmathe·
The Philippines just received the first live AI-based Weather Forecasting System in the region. atmo.ai/news/philippin… As extreme weather events become more frequent, AI weather forecasting system become critical parts of early warning systems (EWS).
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Atmo
Atmo@atmo_ai·
Atmo is one of the TIME best inventions of 2024! We are on a mission to make ultra-precise weather forecasting universally accessible. Atmo is honored to be recognized by TIME for our contribution. See the full list here: time.com/best-invention…
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Nina Miolane 🦋 @ninamiolane.bsky.social
Nina Miolane 🦋 @ninamiolane.bsky.social@ninamiolane·
I am recruiting PhD students for 2025!😃 You want to reveal the geometric signatures of natural and artificial intelligence, and unlock the mysteries of the brain?🤖🧠 Apply to the UCSB Geometric Intelligence Lab✨ This is the view you'd have from... well, your desk🌴 gi.ece.ucsb.edu/join-lab
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Académie des sciences
Académie des sciences@AcadSciences·
Xavier Pennec remporte le prix Ampère de l'électricité de France !
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Antoine Collas
Antoine Collas@AntoineCollas·
🚀I’m beyond excited to share that our paper has been accepted as a Spotlight at #NeurIPS2024! Super proud of the team’s great work! Once again, we make learning across neuroscience datasets easier!
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geomstats
geomstats@geomstats·
With Geomstats' learning module, you can run statistics and machine learning techniques on these manifolds. With Geomstats' pytorch backend, you can use deep learning techniques on manifold data. Discover our tutorials on the docs: geomstats.github.io/tutorials/inde…
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geomstats
geomstats@geomstats·
Geomstats 2.8.0 is out: Discover differential geometry for learning in Python! 🌐 30+ manifolds 🌐 Connections & Riemannian metrics: geodesics, exp & log maps, parallel transport, curvatures 🌐 Lie groups, fiber bundles, quotient spaces, stratified spaces github.com/geomstats/geom…
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Keşfet

@neur_reps @mweber_PU @KostasPenn @RobinSFWalters @erikjbekkers @t_andy_keller @geometric_intel @ai_ucsb