Good morning from Vancouver! 🌞⛰️ We’re at #ICML2025 presenting at GenBio + MAS. Come chat with us about machine learning in biology! With @RobertXiangruTang, @ChenLiu, @DanqiLiao. Views like this make the science even sweeter.🧬🧠 #ML #ComputationalBiology #ICML #Vancouver

Defining and benchmarking open problems in single-cell analysis - @krishnaswamylab.bsky.social @fabiantheis.bsky.social bit.ly/4l8dsiF

Mark your calendars 🗓️ for June 23 for a Kavli Awards Research in Progress!🧠 Hear from Drs. Bhaskar (@krishnaswamylab.bsky.social‬), @lashaeneuroxp.bsky.social‬, Chen (@emonetlab.bsky.social)‬, Martinez-Magaña (@janitzamontalvo.bsky.social), @kuanawanda.bsky.social‬, Teefe, & ‪‪@haohy.bsky.social‬.

New preprint! Excited to share our latest work “Accelerated learning of a noninvasive human brain-computer interface via manifold geometry” ft. outstanding former undergraduate Chandra Fincke, @glajoie.bsky.social, @krishnaswamylab.bsky.social, and @wutsaiyale.bsky.social's Nick Turk-Browne 1/8

Excited to organize this! Should be an exciting event!!

Join us for an exciting session in @jointmath.bsky.social tomorrow! Here is our revised schedule!

We are at @jointmath.bsky.social Jan 8-11! 1/8: My talk at Topological Machine Learning I 1/8: Dhananjay Bhaskar at Contributed Paper session on Topology 1/11 join our special session on Mathematical and Computational Oncology Also check out @pseudomanifold.topology.rocks on 1/9!!

Merry Xmas!

Looking for talented postdocs in deep learning for neuroscience and neuromodulation with the Murat Gunel lab in neurosurgery (medicine.yale.edu/lab/gunel/)! Projects include brain signal decoding, dynamics modeling for neuromodulation ASD and other conditions. See: krishnaswamylab.org/join

📢Out now! @krishnaswamylab.bsky.social presents a graph signal processing method that learns gene representations from single-cell data. www.nature.com/articles/s43... 🔓https://rdcu.be/d4kPz

(1/n) Excited to share our work on gene signal pattern analysis (GSPA)---our new method for analyzing gene expression over cellular manifolds! www.nature.com/articles/s43...

Last day to apply for our @wutsaiyale.bsky.social open rank faculty position in one of several relevant fields including computer science, data science, engineering in addition to psychology, neuroscience and cognitive science!! apply.interfolio.com/153378

🏆 Best Paper Award & Honorable Mention 🏆 Congratulations to our outstanding authors for their exceptional contributions to LoG 2024! 🎉 📜 Your work inspires the entire graph and geometric ML community!

Happy thanksgiving!!

Up Mont Royal in the rain! For those of you who don’t know I’m on a one-semester sabbatical to Montreal!

Pictures from @logconference.bsky.social meetup Montreal!

If you're in Montreal tomorrow, catch us at the @logconference.bsky.social meetup @Mila_Quebec ! sites.google.com/view/log-202...

✨EXCITING NEWS! We now have a Bluesky account!! AND registration for the 3rd Learning on Graphs conference is open 😊 It is virtual, free to attend, livestreamed, and recorded 📹 Sign up today! The conference is this coming week 😱 forms.gle/eYiDCopJGUc8...

Siddharth from our lab explaining protscape and scattering to CT Governor Ned Lamont and others at the AI summit hosted by @boehringer.bsky.social and BioCT arxiv.org/abs/2410.20317!!

(1/3) Our lab is at the New England Computer Vision Conference (NECV) right here in New Haven today! Chen Liu is presenting an oral on Imageflownet for longitudinal forecasting of medical images. arxiv.org/abs/2406.14794

(1/n) Intro...We work on mathematical machine learning and deep learning methods that use dynamics modeling, signal processing, geometry and topology to accelerate scientific discovery from data. Our key focus is representation learning of complex unlabelled data, a host of downstream tasks:

Learning on graphs meetups this year!

After the success of manifold learning in ML, what geometric object do you like next? Algebraic varieties come to mind recently :

Still new to Bluesky. Folks on both this and X, do you double post or do you post different things on each platform?

If you are interested in math and its intersections with biology, machine learning and other fields, then check out ICERM (icerm.brown.edu)! Consider organizing a meeting there—they make it easy. Happy to be a new member of the scientific advisory board this year.

Krishnaswamy Lab is now in bluesky in addition to X.