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!

Gabriel Peyré @gabrielpeyre
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Michael Bronstein @mmbronstein
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Kyle Cranmer @KyleCranmer
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Amin Karbasi @aminkarbasi
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Prof. Anima Anandkuma... @AnimaAnandkumar
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Symmetry and Geometry... @neur_reps
5K Followers 1K Following NeurIPS workshop and digital community | 🌐 geometry, algebra, topology + 🤖 deep learning + 🧠 neuroscience | Join us on slack! https://t.co/Run9wPnrDB
Andrea Moleri @moleriandrea
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Florian Wenzel @flwenz
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Hai-Feng Wang @AstroHaifeng
224 Followers 1K Following Love the Milky Way-Local Universe-Disk Systems-Dark Matter-New Physics with Data-Model-Simulations-Instruments. Love sports and history and travel, etc.
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Chuanyi Wang @cwang999999
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Samla @lasamsz
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106 Followers 258 Following Koba Coffee Shop Owner, Stock Investor, Father, unfollow if you cannot tolerate differences
Zizu @ZizuResearch
8 Followers 249 Following computer vision | applied research | PhD student | creator of locale |
Chand @Chand7449215950
52 Followers 3K Following
Mathias Niepert @Mniepert
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XVII CLAPEM - Montevi... @CLAPEM17
17 Followers 110 Following Latin American Congress of Probability and Mathematical Statistihttps://clapem17.cmat.edu.uy/
Antoine Siraudin @antoinesrdin
16 Followers 74 Following PhD student in LoG @RWTH - Working on graph generation According to @chrsmrrs, God generated the universe, and now, it's my turn.
João Rezende @Joao_Rezend
26 Followers 380 Following
Alekhya @Lavanya06467716
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AlbertoRH @Alb_RH
362 Followers 4K Following Vivimos en un mundo lo bastante ordenado para que medirlo recompense (George Johnson)
Basit Mustafa @moltar81435
406 Followers 8K Following introverted but willing to discuss sanctuary moon innovation/ai + dsop/ai delivery @ https://t.co/nQ5pf3TzTZ
dragonAI @AIMLforEdu
235 Followers 3K Following 📘 AI/ML Researcher and Educator | 👨💻 Exploring how AI transforms teaching & learning | 🔁 Sharing insights on education, intelligence & code
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Nick️ @coolnick420
59 Followers 258 Following AI Research Scientist @Microsoft. AI in sports lover⚽. Football aficionado & dog dad 🐶
Ram Sri Harsha @HarshaRamsri
48 Followers 4K Following श्रद्धावान् लभते ज्ञानं तत्पर: संयतेन्द्रिय: | ज्ञानं लब्ध्वा परां शान्तिमचिरेणाधिगच्छति || संशयात्मा विनश्यति|
Hamza Mahmood @admiral_caramel
40 Followers 526 Following Nanofab | Hardware | Bio // mover of current // ECE @uoftengineering | building space lasers @KeplerComms
Mehmet Vecdi Gonul @legndskygamer
38 Followers 652 Following chemAI @ Artificial Organic Chemistry Lab, University of Groningen - i code stuff, sometimes
Robert Wilson & Wife ... @FadedMaestro
258 Followers 2K Following I'm going to make this whole world better by doing my duties; , listening to the people and hearing and act out of love and compassion. My Wife and I
master @mastercyb
2K Followers 411 Following Building Type-1 civilization. https://t.co/mwqn5nqubr: collective immortality https://t.co/yjooRpDu8I: superintelligence protocol https://t.co/SKsSt77Hql: network of future cities
Himanshu @nanananananare
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Motahareh Pourrahimi @MotaharehPR
84 Followers 581 Following Neuroscience Ph.D. Candidate at @IPNMcGill, @mcgillu, @Mila_Quebec
Maani Ghaffari @GhaffariMaani
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David Klindt @klindt_david
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Christian Internò @ChrisInterno
64 Followers 720 Following Researcher at @unibielefeld (@HammerLabML) and @Honda Research Institute EU, Visiting Researcher at @CSHL at the Department of Computational Neuroscience.
Palash Vijay @PalashVijay1
320 Followers 4K Following Software Engineer | Runner | Travel buff | @IITKgp alum
Meenakshi Khosla @meenakshik93
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Benjy Friedmann @BenjyFried87055
4 Followers 326 Following
Subham @subhameeju
752 Followers 7K Following Control systems engineer! Visiting research fellow affiliated with NIMH. (Opinions are all mine and doesn't reflect my employer)
Donato Quiccione @Piovego_
51 Followers 613 Following We chose to do these things not because they are easy, but because we thought they were easy. PhD student | Applied Topology ∩ Neuroscience
Rohit Jayanti @_rjayanti
61 Followers 3K Following Building Geometry-Enabled Models for Robot Intelligence 🦾📐 | Graduate Researcher at @RRCLab_IIITH, @iiit_hyderabad
chelsea🌹 @loneladygray
60 Followers 240 Following liege lady of tea, clocks, & roses | n-lin/q-bio @ barnard-columbia
Fatih Dinc @fatihdin4en
3K Followers 1K Following Theoretical neuroscience + explainable AI. @KITP_UCSB and @geometric_intel postdoc. PhD in Applied Physics @stanford.
Dara @dara_tourt
14 Followers 7K Following
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
204 Followers 208 Following Professor @ISTAustria. Machine learning, information theory. Prev: @Stanford, @EPFL
Gabriel Peyré @gabrielpeyre
101K Followers 453 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.
Clément Canonne (on ... @ccanonne_
37K Followers 65 Following Senior Lecturer @Sydney_Uni. Formerly Postdocs @IBMResearch, @Stanford; PhD @Columbia. Converts ☕ into puns: sometimes theorems. He/him. @ccanonne.bsky.social
Peyman Milanfar @docmilanfar
94K Followers 498 Following Distinguished Scientist at Google. Computational Imaging, Machine Learning, and Vision. Tweets = personal opinions. May change or disappear over time.
Michael Bronstein @mmbronstein
54K Followers 6K Following #DeepMind Professor of #AI @UniofOxford / Director #AITHYRA / Chief Scientist @vant_ai / https://t.co/kZpGpDzYeV (opinions are mine) 🤖🧪🧬🎶🐎
Petar Veličković @PetarV_93
41K Followers 555 Following Senior Staff Research Scientist @GoogleDeepMind | Affiliated Lecturer @Cambridge_Uni | Assoc @clarehall_cam | GDL Scholar @ELLISforEurope. Monoids. 🇷🇸🇲🇪🇧🇦
Gautam Kamath @thegautamkamath
57K Followers 568 Following Assistant Prof of CS @UWaterloo, Faculty @VectorInst, Canada @CIFAR_News AI Chair. Joining @NYU_Courant September 2026. Co-EiC @TmlrOrg. I lead @TheSalonML.
Yi Ma @YiMaTweets
102K Followers 506 Following Chair Prof. in AI, HKU; Visiting Prof. of EECS, UCB New book on Principles of Intelligence: https://t.co/leZlkURb7j
Dan Roy @roydanroy
57K Followers 2K Following ML / AI researcher. Research Director and Canada CIFAR AI Chair, @VectorInst. Professor, @UofT (Statistics/CS).
Learning on Graphs Co... @LogConference
10K Followers 771 Following LoG is a new annual research conference that covers areas broadly related to machine learning on graphs and geometry, with a special focus on review quality.
Kyle Cranmer @KyleCranmer
17K Followers 3K Following Director Data Science Institute @UWMadison @datascience_uw. EiC @MLSTjournal. Physics, stats/ML/AI, open science. same handle @sigmoid.social and bsky
Kyunghyun Cho @kchonyc
78K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre physicist at @nyuniversity (@CILVRatNYU) & @PrescientDesign
Sam Power @sp_monte_carlo
19K Followers 7K Following Lecturer in Maths & Stats at Bristol. Interested in probabilistic + numerical computation, statistical modelling + inference. @OnlineMCSeminar. (he / him)
Rosanne Liu @savvyRL
46K Followers 1K Following (On mat leave.) Cofounded & running @ml_collective. Host of Deep Learning Classics & Trends. Research at Google DeepMind. DEI/DIA Chair of ICLR & NeurIPS.
Hannes Stärk @HannesStaerk
12K Followers 406 Following @MIT PhD student • ML for molecules and biology https://t.co/hEtGZrEHqu
Ben Recht @beenwrekt
32K Followers 333 Following optimization. machine learning. uc berkeley. I blog at https://t.co/fkJujOPsJb The world won't end.
Amin Karbasi @aminkarbasi
11K Followers 3K Following Senior director of Cisco Foundation AI, Former Chief Scientist at Robust Intelligence. ex Professor at Yale University, ex staff research scientist at Google.
Daniela Witten @daniela_witten
45K Followers 691 Following dorothy gilford endowed chair and prof of stat/biostat @uw. all views my own.
Sebastien Bubeck @SebastienBubeck
57K Followers 1K Following I work on AI at OpenAI. Former VP AI and Distinguished Scientist at Microsoft.
Jelani Nelson @minilek
27K Followers 266 Following Professor and Department Chair @Berkeley_EECS. Research Scientist (part-time) @GoogleAI. Founder @addiscoder. 🇻🇮🇺🇸🇪🇹
Aryeh Kontorovich @aryehazan
10K Followers 609 Following probability, statistics, metric spaces, Markov chains, freedom (social & academic), Israel, Jew stuff. opinions represent my employer & all other groups I'm in
Maya Bechler-Speicher @mayabechlerspei
601 Followers 63 Following AI Research Scientist@Meta, CS PhD@TAU, Lecturer of "Machine Learning with Graphs"@ CS-TAU, Mathematician.
Mathias Niepert @Mniepert
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Ido Ben-Shaul @ml_norms
1K Followers 2K Following Ido, 28, everything I find interesting in Math/ML/AI. AA-I Technologies 🦾 (Hit me up!) PhD in Applied Mathematics @TelAvivUni.
Meenakshi Khosla @meenakshik93
976 Followers 632 Following Assistant Professor @UCSD @CogSci | Past: Postdoctoral researcher @MIT , Phd @Cornell, BTech @IITKanpur | Interested in biological and artificial intelligence
Mithril (formerly Fou... @mithrilcompute
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Marco Mondelli @MMondelli
204 Followers 208 Following Professor @ISTAustria. Machine learning, information theory. Prev: @Stanford, @EPFL
Oumar Kaba @sekoumarkaba
527 Followers 533 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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The Variational Book @TheVariational
255 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
542 Followers 458 Following Research Scientist @GoogleAI #GoogleResearch. PhD in CS @GRASPlab, @Penn. Interested in computer vision and machine learning.
Lester Mackey @LesterMackey
3K Followers 273 Following Machine learning researcher @MSFTResearch (@MSRNE); adjunct professor @Stanford
Alejandro Parada-Mayo... @parada_mayorga
9 Followers 184 Following Assistant Professor, Electrical Engineering Department, University of Colorado (Denver).
Ali Siahkoohi @alisiahkoohi
56 Followers 152 Following Assistant Professor, CS & ECE at UCF | Uncertainty Quantification
Rudy Morel @rdMorel
250 Followers 274 Following AI&Science | Resarch Fellow at @FlatironCCM | Member of @PolymathicAI | ex PhD student at @ENS_Ulm
Machine Learning And ... @ML4PhyS
224 Followers 9 Following Next workshop @NeurIPSConf #ML4PS #ML4PhysicalSciences
Feminismo Uruguay @UyFeminismo
3K Followers 20 Following Ayudamos a quienes lo necesitan y alzamos la voz de aquellas a quienes intentan silenciar.
Evangelos Chatzipanta... @EChatzipantazis
59 Followers 99 Following PhD in CS, @GRASP, @UPenn Computer Vision, Equivariance, Geometric DL, Robotics
Johns Hopkins Data Sc... @HopkinsDSAI
684 Followers 83 Following The Johns Hopkins Data Science and AI Institute, dedicated to the transformative advancement of the human condition and society through data science and AI.
Chetan Tonde @cjtonde
156 Followers 505 Following News and views about AI, Machine Learning and Data Science.
Nick Konz @nick_konz
440 Followers 660 Following Ph.D. student in ML for medical images (domain adaptation, image generation, etc.) @DukeU | interested in science ∩ deep learning | 🦋 @nickkonz.bsky.social
alex hayes @alexpghayes
4K Followers 787 Following bluesky is pretty good as of oct '24, find me there at @ https://t.co/5dqn1CaRhi stats phd candidate @ uw-madison. networks, causal inference & #rstats 🎉. he/him.
IJCAIconf @IJCAIconf
7K Followers 804 Following IJCAI conference is premier international gathering of researchers & practitioners in AI since 1969.🗓️ #IJCAI2025❗16-22 August 2025❗Montreal 🇨🇦
Nicholas Lourie @NickLourie
1K Followers 867 Following Better empirical methods for deep learning. PhD at @nyuniversity (@CILVRatNYU). Advised by @kchonyc and @hhexiy. Prev: @allen_ai. I build things. 🤖
Claudio Battiloro �... @ClaBat9
1K Followers 345 Following Postdoc @Harvard | Topological Signal Processing ⋂ Deep Learning ⋂ AI for Health and Climate | Ex Visiting Associate @PennEngineers Opinions my own.
Tolga Birdal @tolga_birdal
3K Followers 261 Following geometric computing, computer vision, machine learning, philosophy, music @ICComputing, previously @StanfordAILab
Magnus Petersen @Omorfiamorphism
778 Followers 1K Following Deep Learning methods dev for creativity 👾🖼️| Ph.D. student researching deep learning for molecular dynamic simulations @fias_science @CovinoLab 🇪🇺
Masoud Jafaripour @mjafaripoor110
347 Followers 2K Following Researcher (CS @UAlbertaCS), Community @Cohere_Labs, focus on #Multimodal Vision-Language GenAI (#LLMs, #VLMs), #Reasoning, previously @SharifUni, @UnivOfTehran
Juan Soto @sotojuanjo
4K Followers 3K Following Latino. @joinstationf @DeepTalkAI https://t.co/JRuVkAiMhK https://t.co/idgnfg7Jb4 https://t.co/lQcKQNGtfp
Sourya Basu @sourya_basu
172 Followers 292 Following Applied Scientist at AWS, Ph.D., ECE, @UofIllinois. Former Research Intern @merl_news, @IBM Research AI. BTech @IITKanpur
Gram Workshop @GRaM_workshop
324 Followers 377 Following Hi, I am the official account for the first edition of GRaM: Geometry-grounded Representation learning and generative Modeling Workshop at ICML2024
Zhenghan Fang @fang_zhenghan
27 Followers 53 Following
Gaston Giribet @GastonGiribet
32K Followers 823 Following Physicist - New York University. (Opinions are my own). Ph.D. in Physics. Ph.D. in Philosophy.
Vikas Garg @montsgarg
464 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
153 Followers 4 Following
Pim de Haan @pimdehaan
1K Followers 242 Following Machine learning for material discovery at CuspAI @pimdh.bsky.social
Johann Brehmer @johannbrehmer
1K Followers 535 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
85 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