Soledad Villar @SoledadVillar5
Applied math/data science/ML Assistant Professor at Johns Hopkins. She/ella. Uruguaya 🇺🇾 Joined June 2017-
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📢 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
Starting today I'm embarking upon a new adventure: 12 talks over the next 18 days as part of the @LondMathSoc Hardy Lecture Tour (plus a few additions). Titles and abstracts can all be found here: emilyriehl.github.io/talks/ and slides (when available) will eventually be added.
When does the performance of an ML model transfer across dimensions? arxiv.org/abs/2505.23599 Kudos to my terrific collaborators Eitan Levin, Yuxin Ma, and @SoledadVillar5. 🧵(1/n)
Enjoyed reading this paper! It randomly made me think of the Blow-Up Lemma and the Key Lemma (and later works which had more of an algebraic flavour by Szegedy Balázs). Perhaps nothing more than just family resemblance? arxiv.org/abs/2505.23599 (@SoledadVillar5)
Our paper got a prize :) Cheers to lead author @johannbrehmer, and fellow co-authors Sönke Behrends, and @TacoCohen. Our results hint that yes, also at large scale of data and compute, if your data has symmetries, you might be better off building these into your network.
Our paper got a prize :) Cheers to lead author @johannbrehmer, and fellow co-authors Sönke Behrends, and @TacoCohen. Our results hint that yes, also at large scale of data and compute, if your data has symmetries, you might be better off building these into your network.
This position paper by @davidwhogg and @SoledadVillar5 excellently vocalizes the shift in thinking I noticed when transitioning from astronomy research to ML research — a great read for anyone interested in the intersection of ML and the natural sciences! arxiv.org/abs/2405.18095
The Call for Papers for the Learning on Graphs Conference (LoG 2024) is out! Submission deadline: September 11th, 2024 Final decision: November 13th, 2024 LoG is one of the best venues for "all things graph" (Graph ML, GNNs, ML for Molecules, RAG+Graphs, ...) - now in its third…
Thank you Sole for always having the utmost faith in me and the tremendous support throughout my PhD ❤️I am so grateful for all my mentors, collaborators, friends, and family. Hello, New York City 🥳
Thank you Sole for always having the utmost faith in me and the tremendous support throughout my PhD ❤️I am so grateful for all my mentors, collaborators, friends, and family. Hello, New York City 🥳
Super proud of my first PhD student @TeresaNHuang After her internship at Apple Research NYC this Summer she will join @FlatironCCM as a postdoc this Fall
🚀 We’re proposing the 3rd edition of the NeurReps workshop at #NeurIPS2024 and we need your support! 🧠 If you’re a past reviewer or interested in joining the Program Committee, there are many ways to get involved. Please fill out this form: forms.gle/fYeTJcBprjBb5Z…
LoG Conference 2024 is back !!!👉 We are looking for more reviewers! We have a special emphasis on review quality via monetary rewards, a more focused conference topic, and low reviewer load (max 3 papers). But for this we need your help! Sign up here: forms.gle/Nuff4ndVZDFTis…!
Encontré muy interesante este artículo de Hogg y Villar sobre la ontología y la epistemología de machine learning, y su adecuación o conflicto con la práctica científica, arxiv.org/abs/2405.18095
Encontré muy interesante este artículo de Hogg y Villar sobre la ontología y la epistemología de machine learning, y su adecuación o conflicto con la práctica científica, arxiv.org/abs/2405.18095 https://t.co/HkzJvgfP5M
Congrats 🎉 to @MathiasUnberath @SoledadVillar5 @DanielKhashabi for winning the inaugural "Junior Faculty Awards" from the newly-established Data Science and AI institute at @JohnsHopkins @HopkinsEngineer
Join us for today's IAIFI Colloquium at 2:00 pm ET (Friday, March 22) with @SoledadVillar5 (@JohnsHopkins) discussing "Exact and approximate symmetries in machine learning." Watch on YouTube: youtube.com/channel/UCueoF…
How likely is it that two individuals randomly meet and both happen to be carrying a copy of Olver's Invariant Theory? :) [I am on the left, Ben Blum-Smith on the right. Photo by @SoledadVillar5]
One of the best conferences I have attended in a wonderful place—many of the thought leaders of GNNs and GDL in one place. Thanks Pablo Barceló for organizing!
🚨Princeton ML Theory Summer School🚨 Aug 6 - 15, 2024 Speakers: * F. Krzakala/L. Zdeborova * S. Rakhlin * B. Lourerio * M. Austern * D. Krotov * J. Altschuler mlschool.princeton.edu Apply by Mar. 1 Sponsors: ** NSF ** @Princeton: ORFE, @EPrinceton, PACM, CSML,…
First day of @riiaa_org in Quito! I can't overstate how much joy this picture brings me. People have come from all over the world to talk about AI in a Latin American context. Looking forward to this whole week!

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Symmetry and Geometry... @neur_reps
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856 Followers 1K Following I share takes on GenAI research and building a startup. CTO/Co-Founder @MireloAI: building foundation models for music/sound. Ex @GoogleDeepMind, @AWSAI.
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Alekhya @Lavanya06467716
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46 Followers 3K Following श्रद्धावान् लभते ज्ञानं तत्पर: संयतेन्द्रिय: | ज्ञानं लब्ध्वा परां शान्तिमचिरेणाधिगच्छति || संशयात्मा विनश्यति|
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David Klindt @klindt_david
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Subham @subhameeju
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Rohit Jayanti @_rjayanti
50 Followers 2K Following Building Geometric Foundation Models for Robot Intelligence 🦾📐 | Graduate Researcher at @RRCLab_IIITH, @iiit_hyderabad
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63 Followers 237 Following liege lady of tea, clocks, & roses | physics (n-lin/q-bio), theoretical neuro, & victorian history @ barnard-columbia | ex tenebris, lux mentis
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Oguntade Samson @OguntadeSamson5
209 Followers 2K Following 📊 Data Analyst | 🖥️ IT Support | 📚 Mathematics Grad 💡 Passionate about transforming data into actionable insights 📈 Excel | Power BI | SQL | Python
Marco Mondelli @MMondelli
205 Followers 208 Following Professor @ISTAustria. Machine learning, information theory. Prev: @Stanford, @EPFL
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Elias Nyholm @elnyholm
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102K Followers 453 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.
Peyman Milanfar @docmilanfar
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Michael Bronstein @mmbronstein
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41K Followers 555 Following Senior Staff Research Scientist @GoogleDeepMind | Affiliated Lecturer @Cambridge_Uni | Assoc @clarehall_cam | GDL Scholar @ELLISforEurope. Monoids. 🇷🇸🇲🇪🇧🇦
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Kyle Cranmer @KyleCranmer
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77K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre physicist at @nyuniversity (@CILVRatNYU) & @PrescientDesign
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19K Followers 7K Following Lecturer in Maths & Stats at Bristol. Interested in probabilistic + numerical computation, statistical modelling + inference. @OnlineMCSeminar. (he / him)
Rosanne Liu @savvyRL
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Hannes Stärk @HannesStaerk
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Amin Karbasi @aminkarbasi
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Daniela Witten @daniela_witten
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Jelani Nelson @minilek
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Ido Ben-Shaul @ml_norms
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527 Followers 532 Following Ph.D. Student at @Mila_Quebec / @mcgillu • ML, Physics, Math • Science Comms Enthusiast. Former intern @MSFTResearch AI4Science
Patrick Shafto @patrickshafto
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253 Followers 109 Following The topic of generative AI unites key concepts in machine learning. Follows us to learn more about all things AI.
Carlos Esteves @_machc
541 Followers 458 Following Research Scientist @GoogleAI #GoogleResearch. PhD in CS @GRASPlab, @Penn. Interested in computer vision and machine learning.
Lester Mackey @LesterMackey
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3K Followers 20 Following Ayudamos a quienes lo necesitan y alzamos la voz de aquellas a quienes intentan silenciar.
Evangelos Chatzipanta... @EChatzipantazis
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Chetan Tonde @cjtonde
161 Followers 506 Following News and views about AI, Machine Learning and Data Science.
Nick Konz @nick_konz
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IJCAIconf @IJCAIconf
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Claudio Battiloro �... @ClaBat9
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Tolga Birdal @tolga_birdal
3K Followers 261 Following geometric computing, computer vision, machine learning, philosophy, music @ICComputing, previously @StanfordAILab
Vignesh Kothapalli @kvignesh1420
102 Followers 109 Following MS CS, Math and Data Group @NYU_Courant | Deep Learning @Linkedin
Magnus Petersen @Omorfiamorphism
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Masoud Jafaripour @mjafaripoor110
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Juan Soto @sotojuanjo
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Sourya Basu @sourya_basu
173 Followers 293 Following Applied Scientist at AWS, Ph.D., ECE, @UofIllinois. Former Research Intern @merl_news, @IBM Research AI. BTech @IITKanpur
Gram Workshop @GRaM_workshop
326 Followers 378 Following Hi, I am the official account for the first edition of GRaM: Geometry-grounded Representation learning and generative Modeling Workshop at ICML2024
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27 Followers 52 Following
Gaston Giribet @GastonGiribet
31K Followers 819 Following Physicist - New York University. (Opinions are my own). Ph.D. in Physics. Ph.D. in Philosophy.
Vikas Garg @montsgarg
461 Followers 1K Following PhD (MIT); Chief Scientist, YaiYai; Professor at Aalto
Víctor @victorbreso
15 Followers 14 Following Postdoc researcher in high energy physics and machine learning
Jesse Thaler @jessethaler
152 Followers 4 Following
Pim de Haan @pimdehaan
1K Followers 244 Following Machine learning for material discovery at CuspAI @pimdh.bsky.social
Johann Brehmer @johannbrehmer
1K Followers 536 Following Machine learner & physicist. At @cusp_ai, I teach machines to discover materials for carbon capture. Previously Qualcomm AI Research, NYU, Heidelberg U.
Mahyar Fazlyab @MFazlyab
86 Followers 161 Following Assistant professor at JHU -- optimization for control & machine learning
Alissa Zhu @AlissaZhu
3K Followers 2K Following Reporter @BaltimoreBanner. tips: alissa.zhu(at)https://t.co/K88xbjNdQ9. past: @nytimes local investigations fellowship, @clarionledger, @springfieldnl
Dr. Kemar E. Green @dr_kgreen
3K Followers 3K Following CEO/Founder of NeuroAgent AI|Neurologist | Oto-Neurology & Efferent Neuro-Ophthalmology| Ex-faculty @hopkinsmedicine #AI #eyetracking #VR #AR #biotech|
JHU CLSP @jhuclsp
7K Followers 6K Following Center for Language and Speech Processing at @JohnsHopkins #NLProc #MachineLearning #AI https://t.co/6IXR5OSQtw @[email protected]
Jordan Boyd-Graber @boydgraber
4K Followers 2K Following Trivia Nerd, NLPer, Dad, Colorado native in Maryland exile Working on QA, negotiating/cooperating bots, ML explanations Exemplar for absent-minded professor
Rudolf Carnap @CarnapSpeaks
4K Followers 1K Following
Jess Sorrell @JessSorrell
828 Followers 767 Following Assistant Prof @ Johns Hopkins CS. Interested in theory of ML, responsible computing. All cat pictures are my own and do not represent the cats of my employer.