Physics PhD candidate
Now at Geometric Intelligence Lab, UC Santa Barbara and Los Angeles Dodgers
Prev McGill Physics
mathildep.ca
tinyurl.com/4939bxu5
This strengthens our commitment to innovating for women's brain health with @ai-ucsb.bsky.social & @bowers-wbhi.bsky.social 🧠
tinyurl.com/4939bxu5
This strengthens our commitment to innovating for women's brain health with @ai-ucsb.bsky.social & @bowers-wbhi.bsky.social 🧠
Discover how @mathildepapillon.bsky.social 's research is transforming AI for sports with the LA Dodgers! ⚾️
#ProudAdvisor
@geometric-intel.bsky.social @ai-ucsb.bsky.social @ucsbengineering.bsky.social @ucsantabarbara.bsky.social @ucsbece.bsky.social @ucsb-cs.bsky.social
Discover how @mathildepapillon.bsky.social 's research is transforming AI for sports with the LA Dodgers! ⚾️
#ProudAdvisor
@geometric-intel.bsky.social @ai-ucsb.bsky.social @ucsbengineering.bsky.social @ucsantabarbara.bsky.social @ucsbece.bsky.social @ucsb-cs.bsky.social
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
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
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🌴
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🌴
Not sure where to start? Participating is as simple as implementing an existing graph dataset :)
Win cash prizes up to 800$ USD graciously offered by #ArlequinAI or internships at UCSB and EPFL
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 $800 US in cash!
Not sure where to start? Participating is as simple as implementing an existing graph dataset :)
Win cash prizes up to 800$ USD graciously offered by #ArlequinAI or internships at UCSB and EPFL
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!
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!
Now, it is disrupting how we model the world with machines.
Learn more in our illustrated guide to non-Euclidean ML and AI👇
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...
Now, it is disrupting how we model the world with machines.
Learn more in our illustrated guide to non-Euclidean ML and AI👇
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...
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...
Our poster session starts tomorrow at 11am E-3101
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/
Our poster session starts tomorrow at 11am E-3101
plos.io/4kZi0aB
plos.io/4kZi0aB
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
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
@neurreps.bsky.social
@neurreps.bsky.social
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/
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/
I’ll be speaking on purely graph-based (!) Topological Deep Learning first thing tomorrow at 9am. Let’s kick off this workshop in style🍩
I’ll be speaking on purely graph-based (!) Topological Deep Learning first thing tomorrow at 9am. Let’s kick off this workshop in style🍩
👉 Discover our mathematical framework tackling this question w/ identifiability theory, compressed sensing, interpretability & geometry!🌐
By @david-klindt.bsky.social @rpatrik96.bsky.social C. O'Neill H Maurer
👉 Discover our mathematical framework tackling this question w/ identifiability theory, compressed sensing, interpretability & geometry!🌐
By @david-klindt.bsky.social @rpatrik96.bsky.social C. O'Neill H Maurer
arxiv.org/abs/2503.01824
arxiv.org/abs/2503.01824
Our new paper led by Bariscan Kurtkaya & Fatih Dinc explores the geometry of short-term memory in neural networks—revealing limits in how information is stored!🧵
arxiv.org/abs/2502.17433
Our new paper led by Bariscan Kurtkaya & Fatih Dinc explores the geometry of short-term memory in neural networks—revealing limits in how information is stored!🧵
arxiv.org/abs/2502.17433
www.youtube.com/watch?v=1RtH...
@louisacornelis.bsky.social & I opened the 2025 @neurreps.bsky.social Global Speaker Series !
Thanks @mathildepapillon.bsky.social Chase VDG @btolooshams.bsky.social for hosting!
www.youtube.com/watch?v=1RtH...
@louisacornelis.bsky.social & I opened the 2025 @neurreps.bsky.social Global Speaker Series !
Thanks @mathildepapillon.bsky.social Chase VDG @btolooshams.bsky.social for hosting!
Thanks, @mathildepapillon.bsky.social, for hosting!
@ucsb.bsky.social is hosting us for a talk by @ninamiolane.bsky.social and @louisacornelis.bsky.social on Geometric Intelligence in Minds and Machines! 🧠
🗓️This Friday, February 21st, 11 AM PT
Join in person at UCSB (Elings, 1605) or on Zoom!
Thanks, @mathildepapillon.bsky.social, for hosting!
In this preliminary work, we derive a variational objective for probability flows 🌀 on manifolds with closed-form geodesics, and discuss some interesting results.
Dream team: Floor, Alison & Erik (their @ below) 💥
📜 arxiv.org/abs/2502.12981
🧵1/5
In this preliminary work, we derive a variational objective for probability flows 🌀 on manifolds with closed-form geodesics, and discuss some interesting results.
Dream team: Floor, Alison & Erik (their @ below) 💥
📜 arxiv.org/abs/2502.12981
🧵1/5
@ninamiolane.bsky.social and @louisacornelis.bsky.social will be speaking on 🧠Geometric Intelligence in Minds and Machines🤖
📅Friday, Feb 21st, 11am PST
Join us at UCSB (Elings,1605) or on Zoom!
@ninamiolane.bsky.social and @louisacornelis.bsky.social will be speaking on 🧠Geometric Intelligence in Minds and Machines🤖
📅Friday, Feb 21st, 11am PST
Join us at UCSB (Elings,1605) or on Zoom!