Super excited to announce that our paper, “When Machine Learning Gets Personal”, has been accepted to #ICLR2026! 🇧🇷
We propose a unified framework to reliably quantify how personalizing a model influences both prediction accuracy and explanation quality. arxiv.org/abs/2502.02786

It’s March, and high school seniors are facing a huge choice: Where to call home for the next 4 years? 🎓

At @ucsbengineering.bsky.social, we offer elite #engineering research in a coastal environment designed to keep you inspired. 🌴🌊

#collegedecisions #ECE #UCSB

And my desk has an ocean view 💅

🏆UCSB ranked #1 public university in the US for scientific impact, and 3rd in universities overall!🎓

Congratulations to all of our researchers who are leading the global conversation.🌐🧵

@ucsantabarbara.bsky.social @ucsbengineering.bsky.social @uofcalifornia.bsky.social

Thanks @insidehighered.com for publishing our OpEd w Annie K. Lamar #publicvoices of The Oped Project @ucsantabarbara.bsky.social !

🤖Open source software & infra accelerates scientific discoveries by removing financial & technical barriers.

It's about time we start treating it as a public good👇

Are you interested in ML for space/plasma physics? I'll be presenting “Graph-based Neural Space Weather Forecasting” this Saturday at the ML for physics workshop in San Diego @neuripsconf.bsky.social 🚀

📄 Paper: arxiv.org/abs/2509.19605
💻 Code: github.com/fmihpc/space...

#AI4Science #ML4PS

Unlocking the Mysteries of the Female Brain - Adele Myers Public Talk at Brass Bear Brewing YouTube video by Adele Myers

Public Talk: youtube.com/watch?v=BsdN... (Talk starts at 3:50)

HerBrain on TIME BEST INVENTIONS OF THE YEAR! I am grateful for the opportunity to work on this project and for many interesting conversations while presenting this work. Want to learn more about how pregnancy/menstruation changes the brain? See our poster⬇️, or public talk⬇️

Thanks @ucsantabarbara.bsky.social for highlighting our #TIMEBestInvention of the Year award!

tinyurl.com/4939bxu5

This strengthens our commitment to innovating for women's brain health with @ai-ucsb.bsky.social & @bowers-wbhi.bsky.social 🧠

Really enjoyed this recent interview on my work with the Dodgers and how the @geometric-intel.bsky.social lab prepared me for it! Thank you for having me UCSB⚾️ Check it out here science.ucsb.edu/news/geometr...

Thrilled to see these two papers by Simon Mataigne, co-authored with P.-A. Absil published this month 🤩

They connect deep mathematical theory to practical algorithms on the Stiefel manifold and the approximation of the Riemannian barycenter 🌐

Details & papers👇 @geometric-intel.bsky.social

I am recruiting PhD students for 2026!😃

You want to reveal the geometric signatures of natural and artificial intelligence, and understand computations in brains and AI? 🌐🧠🤖

Apply to the UCSB Geometric Intelligence Lab ✨

This is the view you'd have from... your desk🌴

🏆The 2025 Topological Deep Learning Challenge is officially live!🏆
Hosted by the TAGinDS Conference 2025

🚀 This year, push the boundaries of topological ML by “Expanding the Data Landscape”

💰 Win incredible prizes, including research internships at UCSB and EPFL, as well as up to $800 US in cash!

GitHub - geometric-intelligence/TopoBench: TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning - geometric-intelligence/TopoBench

Delighted to announce TopoBench has been accepted to DMLR! It’s a modular library for Topological Deep Learning, built to provide reproducible, cross-domain benchmarks and accelerate research. GitHub: github.com/geometric-in... #AI #DeepLearning

We are recruiting postdocs @ai-ucsb.bsky.social !
With @haewonjeong.bsky.social Yao Qin

You want to lead the future of AI4Science?

Apply to UCSB Real AI For Science Initiative 🌟
Deadline: Sept 15, 2025.

This is the view you'll have from... your desk!
By @adelemyers.bsky.social

Interested in how geometric intelligence emerges in brains and machines? 🧠➗🤖

I joined Anita Okorie on Mind Over Matter to discuss geometric AI, brain complexity, and how neuroimaging can advance our understanding of neurodegenerative diseases.

🎧 Episode tinyurl.com/mryct7h9

Our illustrated guide to non-Euclidian ML is finally published!
Check it out for
⭐️ gorgeous figures (with new additions!) on topology, algebra, and geometry in the field
⭐️ broken down tables for easy reading
⭐️ accessible text, additional refs, and more
iopscience.iop.org/article/10.1...

NeurReps Workshop - Call for Papers Call for Papers

📢 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.

www.neurreps.org/call-for-pap...

The fifth era of science: Artificial scientific intelligence Can AI become a true scientist? This Perspective explores how new technologies are reshaping scientific discovery, and why human expertise remains essential as we enter a new era of research powered b...

Can #AI become a true scientist? @ninamiolane.bsky.social explores how new technologies are reshaping scientific discovery, and why human expertise remains essential as we enter a new era of research powered by intelligent algorithms. 🧪‬
plos.io/4kZi0aB

🚨Higher-order combinatorial models in TDL are notoriously slow and resource-hungry. Can we do better?

Introducing:
🚀 𝐇𝐎𝐏𝐒𝐄: A Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations 🚀

📝 arXiv: arxiv.org/abs/2505.15405

🧵 (1/6)

Special thanks to the incredible Sarah Kushner @adelemyers.bsky.social Luis F. Pereira and Daniel Martín de Blas 🌟

They are bringing your twin brain to you! 🧠

Pregnancy &motherhood transform the brain in ways we're only beginning to understand🧠

Uncovering these changes w/ @susanacarmona.bsky.social @magdamartinezga.bsky.social @emilyjacobs.bsky.social @grotzinger.bsky.social Kaya Jordan & @cziscience.bsky.social's generous support!

tinyurl.com/38jb7hm6

TopoTune is going to ICML 2025!🎉🇨🇦
Curious to try topological deep learning with your custom GNN or your specific dataset? We built this for you! Find out how to get started at geometric-intelligence.github.io/topotune/

Incredibly grateful to @cziscience.bsky.social for this second award supporting our work in AI for women’s brain health @bowers-wbhi.bsky.social !🌟

The WBHI advances healthcare for all by developing inclusive AI on multi-modal biomedical datasets that include phenotypes relevant to women's health.

What a start to 2025!🎉

Our lab is honored to receive $1M from @cziscience.bsky.social @chanzuckerberg.bsky.social to study how motherhood shapes the brain, focusing on maternal mental health.

@ninamiolane.bsky.social @susanacarmona.bsky.social @emilyjacobs.bsky.social @magdamartinezga.bsky.social

Picture credits: Susana Carmona's Book Cover. Neuromaternal.

Happy New Year🎉

Thrilled to start 2025 with $1M from @cziscience.bsky.social @chanzuckerberg.bsky.social to study the maternal brain using AI!

Grateful for the chance to advance science for mothers worldwide 🧠

@emilyjacobs.bsky.social @susanacarmona.bsky.social @magdamartinezga.bsky.social

RSVP to New Theory Soft Launch! | Partiful Spun out of Berkeley/Redwood Center, New Theory is building new foundational models rooted in Geometric Deep Learning that break the scaling laws of transformer-based architectures, paving the way for...

Excited to talk with the community about what we've been working on! Co-founding @newtheory.ai with @colin-r-odonnell.bsky.social to build new foundational architectures for intelligence. Come join us at NeurIPS in Vancouver this week for our soft-launch event 🎊🥂 partiful.com/e/rgVdt2XkzZ...

This should be fun! I'll be sharing our recent literature review on all things geometric/topological/algebraic ML✨🍩

With @naturecomputes.bsky.social Johan Mathe, D. Buracas, H. Lillemark, C. Shewmake, @abbybertics.bsky.social , X. Pennec, and @ninamiolane.bsky.social