Geometric Intelligence Lab

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Geometric Intelligence Lab

Geometric Intelligence Lab

@geometric_intel

Research lab at @UCSBEngineering revealing the geometric signatures of natural and artificial intelligence | PI: @ninamiolane

Santa Barbara Katılım Eylül 2021
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Geometric Intelligence Lab
Geometric Intelligence Lab@geometric_intel·
🌟 New review from the lab! Discover the geometric, topological and algebraic signatures of machine learning and deep learning models. By @naturecomputes @johmathe @mathildepapillo D. Buracas @hansenlillemark @cashewmake2 @AbbyBertics X. Pennec & @ninamiolane !
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Mathilde Papillon🦋 mathildepapillon .bsky .social@mathildepapillo

In the 20th century, non-Euclidean geometry transformed how we model the world with pen and paper. In this century, it’s revolutionizing how we model the world with machines. Our review on the topic is out arxiv.org/pdf/2407.09468, led w the brilliant @naturecomputes @johmathe

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Louisa Cornelis
Louisa Cornelis@louisacornelis·
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
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UCSB ECE
UCSB ECE@ucsbece·
It’s March, and high school seniors are facing a huge choice: Where to call home for the next 4 years? 🎓 At @UCSBengineering, we offer elite #Engineering research in a coastal environment designed to keep you inspired. 🌴🌊 #UCSB
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UCSB ECE
UCSB ECE@ucsbece·
Excellent work by Roark Chao and the UCSB team on their recent publication in Optica Express⚡️. These new microLED designs represent a major step forward for the future of data centers and display technology. Read more below👇 bit.ly/4sejwcL
UC Santa Barbara@ucsantabarbara

#UCSB research has found that new LED designs the size of a human hair could replace lasers. This new microLED design improves both efficiency and beam directionality. Full story: ow.ly/Z3RH50Ykvva

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Fatih Dinc
Fatih Dinc@fatihdin4en·
Come join us at SOhO restaurant tonight. I will give a public talk about the newly emerging field of "physics of intelligence" Abstract below!
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UCSB ECE
UCSB ECE@ucsbece·
Proud of our faculty, students, and the culture of excellence they've built. Go Gauchos! 💙💛 #UCSB
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UCSB ECE
UCSB ECE@ucsbece·
As Dean Umesh Mishra puts it: "These results affirm what we see every day at UC Santa Barbara: research that is not only prolific and impactful, but profoundly influential." 🗣️ Read more below👇🔗 bit.ly/4kAsRZF
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UCSB ECE
UCSB ECE@ucsbece·
Across Engineering and Physical Sciences, our numbers are staggering: Top 1%: #1 U.S. Public (#7 Worldwide)🥇 Top 10%: #1 U.S. Public (#11 Worldwide)🥇 Top 50%: #1 U.S. Public (#14 Worldwide)🥇 Consistency is our baseline. 🌊🔬
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UCSB ECE
UCSB ECE@ucsbece·
The CWTS Leiden Rankings measure how often research is cited by other scientists. In the "Top 1%" category (the most elite tier), UCSB ranks #3 in the U.S. overall, trailing only MIT and Harvard.📈✨
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UCSB ECE
UCSB ECE@ucsbece·
🏆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 @UCSBengineering @UofCalifornia
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UCSB ECE
UCSB ECE@ucsbece·
If you are passionate about shaping the next generation of global tech leaders and want to run a program at the intersection of world-class research and professional excellence, we want to hear from you!
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UCSB ECE
UCSB ECE@ucsbece·
Designed for early/mid career tech professionals, METL bridges the gap btw deep technical expertise & strategic business leadership. Fall 2026: Specialized tracks in Semiconductor Technology & Technology Management. Fall 2027: Quantum Information & AI for Science and Technology.
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Keşfet

@ucsantabarbara @UCSBengineering @OpticaWorldwide @thought_channel @ai_ucsb @UofCalifornia @fatihdin4en @ucsbece