Michael Albergo @msalbergo
Junior fellow at the Society of Fellows at @Harvard and @iaifi_news fellow, incoming Assistant Professor at @Harvard and the @KempnerInst views my own malbergo.me Joined February 2018-
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🚨 Deadline Extension! 🚨 The FPI workshop submission deadline is now August 29th. Submit your latest research on Probabilistic Inference and Sampling. Don't miss out! fpineurips.framer.website #NeurIPS2025 #ProbabilisticInference #AI
Working on Probabilistic Inference and Sampling 🤔? Consider submitting to the FPI workshop at #NeurIPS2025 this year. 🔗fpineurips.framer.website 🚨Deadline is coming up, and it's Aug 22nd! So submit your best work, early!
Computer scientist friends: nominate your students/postdocs for a junior fellowship @Harvard: socfell.fas.harvard.edu it's a wonderful interdisciplinary experience!
We’re thrilled to introduce the 2025 cohort of #KempnerInstitute Graduate Fellows! This year’s recipients include grad students enrolled across five @Harvard Ph.D. programs. Read more: bit.ly/3TYzZ5H @hseas, @HarvardGSAS, @Harvardphysics @PiN_Harvard #AI #NeuroAI #ML
Pitch the dataset that could spark the next AI for Science revolution 🚀 The PDB revolutionized structural biology (and even helped win a🏅Nobel Prize in 2024). We’re hunting for the next breakthrough dataset that could unlock similar leaps across science—and we want your idea!
AI for Science will be returning to @NeurIPSConf 2025! We aim to bring together scientists and AI researchers to discuss the reach and limits of AI for Scientific Discovery 🚀 📖 Workshop submission deadline: Aug 22 💡 Dataset proposal competition: more details coming soon
1/ Where do Probabilistic Models, Sampling, Deep Learning, and Natural Sciences meet? 🤔 The workshop we’re organizing at #NeurIPS2025! 📢 FPI@NeurIPS 2025: Frontiers in Probabilistic Inference – Learning meets Sampling Learn more and submit → fpiworkshop.org…
A gentle reminder that TMLR is a great journal that allows you to submit your papers when they are ready rather than rushing to meet conference deadlines. The review process is fast, there are no artificial acceptance rates, and you have more space to present your ideas in the…
Dear @NeurIPSConf -- it seems OpenReview is down entirely, and we cannot submit reviews for the upcoming review deadline tonight. Please share if you are having a similar issue. #neurips2025
1/6 Infinite-dim SGD in linear regression is the strawman model for studying scaling laws, critical batch sizes, and LR schedules. We revisit (and simplify) its analysis using just linear algebra, making it easier to derive and reason about. No PSD operators. No tensor calculus.
absolutely beautiful results! i'm very excited about training accelerated generative models such as flow maps, and it is wonderful to see master experimentalists like @karsten_kreis look closely at the details of scaling and training.
absolutely beautiful results! i'm very excited about training accelerated generative models such as flow maps, and it is wonderful to see master experimentalists like @karsten_kreis look closely at the details of scaling and training.
What is the probability of an image? What do the highest and lowest probability images look like? Do natural images lie on a low-dimensional manifold? In a new preprint with @ZKadkhodaie @EeroSimoncelli, we develop a novel energy-based model in order to answer these questions: 🧵
🚨 @icmlconf We are unable to submit the camera-ready paper on OpenReview. The official deadline page (icml.cc/Conferences/20…) shows 3.5 hours remaining for submission. Is there a technical issue? Please advise! #ICML2025
#FPIworkshop best paper award goes to @peholderrieth @msalbergo and Tommi Jaakkola. Congrats and great talk Peter!
Francisco Vargas and @msalbergo with a combined talk on sampling inference and transport at #FPIworkshop.
Congratulations to @peholderrieth @msalbergo and Tommi Jaakkola for winning the best paper award for their work entitled "LEAPS: A discrete neural sampler via locally equivariant networks" at this year's Frontiers in Probabilistic Inference workshop #ICLR2025!
Excited to be at @iclrconf for #ICLR2025! I’ll give a talk at the Frontiers on Probabilistic Inference workshop to discuss work with @evdende2, @peholderrieth, @brianlee_lck, @jeha_paul, and Francisco Vargas! Let me know about your work, I will come by :) sites.google.com/view/fpiworksh…
& here are some of my favorite papers on the unification of flows and diffusion. What a decade!! (From my presentation here: bamos.github.io/presentations/…)
& here are some of my favorite papers on the unification of flows and diffusion. What a decade!! (From my presentation here: bamos.github.io/presentations/…) https://t.co/qMqBls2vE0
Having trouble sampling from a complex distribution? @peholderrieth, @msalbergo, and #JameelClinic PI Tommi Jakkola introduce LEAPS, which samples values from discrete distributions more efficiently & at scale via continuous-time Markov chains. ⭐️Paper: arxiv.org/pdf/2502.10843
Yann LeCun @ylecun
948K Followers 764 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
Kyle Cranmer @KyleCranmer
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Frank Noe @FrankNoeBerlin
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Michael Bronstein @mmbronstein
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Sam Power @sp_monte_carlo
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Machine Learning: Sci... @MLSTjournal
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John Preskill @preskill
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Juan Felipe Carrasqui... @carrasqu
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Zlatko Minev @zlatko_minev
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Hariharan Ramasubrama... @rf_hari
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zhaoyu zhu @Zhaoyu_Zhu_
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Hong @Hong2094442
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Talha Rehman @realTalhaRehman
109 Followers 737 Following grad student @hseas, InTouch with @thebiotechclub | @cubridgephd ‘21 | @bereacollege ‘19 | he/him/his | opinions & typos are my own |
Michael Jacob @MichaelJacob914
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Dipak kumar @tyrantein
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Can SARICA @CANSARICA2
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Rishal Aggarwal @AggarwalRishal
161 Followers 677 Following Machine Learning, Drug Design, Structural Biology. F1 and Football ⚽. PhD Student CMU-Pitt Comp Bio | IIITH | BITS Pilani
Vincent Russo @captainhamptons
348 Followers 1K Following BS, MS, and PhD in computer science. Software engineer focused on quantum computing. Metalhead guitar player.
Naeem Khoshnevis @NaeemKhoshnevis
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Klemen Kotar @KlemenKotar
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Kosta Dubovskiy @KostaDubovskiy
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Aníbal M. Astobiza @anibalmastobiza
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Oliver @s60537194
6 Followers 37 Following
“ @abcdjejdjdj
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Clark Miyamoto @ClarkMiyamoto
1 Followers 18 Following PhD Student @NYU. Working on sampling + diffusion.
Gregor Lied @GregorLied
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Nikhil Shenoy @NikhilShenoy12
166 Followers 1K Following Making molecules move with AI | Research Engineer @valence_ai | ex @UBC @wadhwaniai @iitdelhi
Aayush Karan @aakaran31
473 Followers 748 Following PhD student @Harvard and @GoogleDeepMind | Algorithmic insights for generative machine learning | @PDSoros 2024 | Prev @citsecurities, @Apple
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37 Followers 79 Following Diffusion & pLM Research @ Northeastern (Bau Lab) @ CVPR2025
Jonathan Geuter @JonathanGeuter
0 Followers 26 Following
Naman Mishra @def__naman__
12 Followers 488 Following MSCS by Research @cvit_iiith @IHUB_Data @iiit_hyderabad working on VLMs and Generative AI.
Maciej Falkiewicz @Maciefalkiewicz
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Gilad @giladturok
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Shyamgopal Karthik @ShyamgopalKart1
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Jacob Bamberger @jacobbamberger
230 Followers 637 Following Looking for geometry where it shouldn’t be. PhD student @CompSciOxford. Interested in Geometric Deep Learning
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Gabriel Peyré @gabrielpeyre
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David Pfau @pfau
29K Followers 2K Following Knowledge manifests itself in radiant dreams that shimmer like the wild sun Views are my own https://t.co/xqtVHHVI17 on 🦋
Frank Noe @FrankNoeBerlin
12K Followers 547 Following Scientist, #MachineLearning and #AI for the Sciences (esp. Physics/Chemistry). Scuba Diver and Traveler.
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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)
Kyunghyun Cho @kchonyc
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Michael Nielsen @michael_nielsen
109K Followers 6K Following Searching for the numinous 🇦🇺 🇨🇦, currently live in 🇺🇸 Research @AsteraInstitute https://t.co/maezekzRUb https://t.co/2dWwZKrvrn
John Preskill @preskill
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Asterisk @asteriskmgzn
5K Followers 84 Following "a handsomely designed print magazine" –– The New Yorker subscribe and buy print copies at https://t.co/KSgjzBbDTx online 👇
Ching Fang (chingfang... @chingfang17
877 Followers 639 Following theoretical neuroscience postdoc at @Harvard. Previously @Columbia @cu_neurotheory, @Apple, @UCBerkeley.
Tomas Geffner @tomasgeffner
289 Followers 1K Following (ex) tennis, (trying) ML. Research Scientist at NVIDIA, views are my own. Previously, intern at DeepMind, VantAI, Microsoft research, and Amazon AWS.
Kieran Didi @DidiKieran
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Walden Pond State Res... @waldenpondstate
14K Followers 28 Following Effective May 16th, 2025, hrs.: 5AM - 7:30PM, daily. Capacity info on DCR Park Alerts: https://t.co/udYvaVq3zA or by calling. Restrooms in Visitor Center.
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Floor Eijkelboom @FEijkelboom
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NeurIPS Conference @NeurIPSConf
139K Followers 36 Following Vancouver, Dec 10-15, 24. https://t.co/ga8aOw6yUO Tweets to this account are not monitored. Please send feedback to [email protected].
Lucas Beyer (bl16) @giffmana
108K Followers 519 Following Researcher (now: Meta. ex: OpenAI, DeepMind, Brain, RWTH Aachen), Gamer, Hacker, Belgian. Anon feedback: https://t.co/xe2XUqkKit ✗DMs → email
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Alex Meterez @alexmeterez
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Bao Pham @baophamhq
363 Followers 159 Following ML PhD Student at @rpi. Interested in unnormalized probabilistic and modern Hopfield-related models.
levent @__alpoge__
269 Followers 20 Following the idiot. cuda kid; h val; morgan prize; blabla; sof @harvard as mathematician (eff. mordell, H10/# fields, x^3+y^3=n,…)+agi @anthropicai as computer scientist
Jesse Michael Han @jessemhan
3K Followers 583 Following @morph_labs // prev. research @OpenAI / PhD in math and neural theorem proving
Haoxuan (Steve) Chen @haoxuan_steve_c
912 Followers 3K Following Ph.D. in ICME @Stanford; B.S. @Caltech; ML Intern @AmazonScience @NECLabsAmerica; Applied & Computational Math/Machine Learning/Statistics/Scientific Computing
NYU Courant @NYU_Courant
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Yunha Hwang @Micro_Yunha
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A Jabri @ajabri
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William Gilpin @wgilpin0
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Giannis Daras @giannis_daras
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Chaitanya K. Joshi @chaitjo
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Sophia Tang @_sophia_tang_
202 Followers 108 Following AI for bio at https://t.co/K2Q9Ang5qu / drug delivery at https://t.co/3ts9pXnAsL / writing at https://t.co/Z3ZLVrZeI6 / cs at upenn m&t
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386 Followers 205 Following Ph.D. student in CS @Harvard | Previously @SeoulNatlUni B.S. in Math
Zhuang Liu @liuzhuang1234
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Ilia Igashov @igashov
982 Followers 333 Following PhD student at LPDI, EPFL 🇨🇭 Artificial Intelligence & Structural Biology
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Yichao 'Peak' Ji @peakji
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Zhixuan Lin @zhxlin
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Pranam Chatterjee @pranamanam
4K Followers 339 Following Generating biologics to program biology! 💻🧫 Assistant Professor at @Penn | Co-Founder @GametoGen and @UbiquiTxINC | Formerly @MIT '16 '18 '20 and @harvardmed
Horace He @cHHillee
39K Followers 535 Following @thinkymachines Formerly @PyTorch "My learning style is Horace twitter threads" - @typedfemale
Das Lab @RDasLab
2K Followers 110 Following Our lab seeks an agile and predictive understanding of how RNAs structurally code for information processing and replication in living systems.
Marinka Zitnik @marinkazitnik
8K Followers 226 Following Associate Professor at Harvard | Faculty @Harvard @KempnerInst AI | Faculty @broadinstitute @harvard_data | @ProjectTDC @AI_for_Science
Angus Burns @anguscburns
373 Followers 372 Following Circadian rhythms | sleep | genetics | light ☄️— Research Fellow at Harvard Medical School & Broad Institute, Lane and Saxena labs
Shreyas Padhy @shreyaspadhy
376 Followers 581 Following PhD student at the University of Cambridge. Ex @GoogleAI Resident, @jhubme and @iitdelhi. I like the math of machine learning & neuroscience. Also DnD.
Sepp Hochreiter @HochreiterSepp
14K Followers 376 Following Pioneer of Deep Learning and known for vanishing gradient and the LSTM.
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223 Followers 743 Following ML PhD @ Georgia Tech (previously Math Undergrad @ PKU): Sampling (MCMC) / Diffusion Models / Generative AI / Machine Learning TheoryTrends for United States
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