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Interested in uncovering biological processes in single-cell data? Check out SiFT, featured in @NatureComms. SiFT peels off layers of known variability and allows studying previously unexplored bio signals. Try it yourself: sift-sc.readthedocs.io. w/ @mor_nitzan Artwork: Reo F.
Interested in uncovering biological processes in single-cell data? Check out SiFT, featured in @NatureComms. SiFT peels off layers of known variability and allows studying previously unexplored bio signals. Try it yourself: sift-sc.readthedocs.io. w/ @mor_nitzan Artwork: Reo F. https://t.co/bsqqm6Zcuw
Excited to see our work, biolord, for disentanglement of single-cell data, out in @NatureBiotech ! 🪢go.nature.com/3U3pdMQ. Eager to disentangle your data with biolord? check out: biolord.readthedocs.io. W/ @NivCohenHuji, @YHoshen, & @mor_nitzan. Cover art by Reo F.
Excited to see our work, biolord, for disentanglement of single-cell data, out in @NatureBiotech ! 🪢go.nature.com/3U3pdMQ. Eager to disentangle your data with biolord? check out: biolord.readthedocs.io. W/ @NivCohenHuji, @YHoshen, & @mor_nitzan. Cover art by Reo F. https://t.co/1cQbhDG44I
Using MLX to run a 4-bit quantized 70B Llama on an M2 Ultra. Fast + RAM to spare!
We implemented quantization from scratch in a week. I think that is one of the biggest strengths of MLX. Easy to use but also easy to extend and customize. We can’t wait to see what people will implement in a month!
We implemented quantization from scratch in a week. I think that is one of the biggest strengths of MLX. Easy to use but also easy to extend and customize. We can’t wait to see what people will implement in a month!
Big update to MLX but especially 🥁 N-bit quantization and quantized matmul kernels! Thanks to the wizardry of @angeloskath pip install -U mlx
Just in time for the holidays, we are releasing some new software today from Apple machine learning research. MLX is an efficient machine learning framework specifically designed for Apple silicon (i.e. your laptop!) Code: github.com/ml-explore/mlx Docs: ml-explore.github.io/mlx/build/html…
Our Apple ML Research team in Barcelona is looking for a PhD intern! 🎓 Curiosity-driven research 🧠 with the goal to publish 📝 Topics: Confidence/uncertainty quantification and reliability of LLMs 🤖 Apple here: jobs.apple.com/en-gb/details/…
New preprint "Adaptive Training Distributions with Scalable Online Bilevel Optimization"🎆🎆🎆 How can we select data in a large dataset that helps a model perform on another dataset? We propose an automatic and scalable method that works in practice! arxiv.org/abs/2311.11973
🍏The Apple MLR team in *Paris* has an open position for a research software engineer (RSWE). Please apply here: jobs.apple.com/en-us/details/… RSWEs stands at the core of what we do @ MLR. Any questions on fit / research topics? please reach out to [email protected]
Sharing a posting, this is a really awesome group!
Sharing a posting, this is a really awesome group!
We're hiring research scientists and engineers to join our group in MLR (machine learning research) at Apple. Checkout the links below for more info and don't hesitate to reach out if you have any questions! jobs.apple.com/en-us/details/… jobs.apple.com/en-us/details/…
🤖Check out our recent paper which explores how LLMs tackle ambiguous queries.🤔 w/ Jiarui Lu, @ndjaitly 📜:arxiv.org/abs/2310.01468🧵(1/4) #Multiturn_benchmark #ConversationalAI #LLM_agent
🍏The Apple MLR team in Paris has an open AI resident position (July 2024 to July 2025). See the link below for more info and application procedure. Please reach out to [email protected] if you have questions! jobs.apple.com/en-us/details/…
📢 Introducing our latest research @Apple MLR for generating high-quality images & videos with a multi-resolution diffusion model -- Matryoshka Diffusion Models or MDM🪆, directly in pixel space (~1024px) without any VAEs or cascaded models. Code will be released soon! !(1/n)
📢 Introducing our latest research @Apple MLR for generating high-quality images & videos with a multi-resolution diffusion model -- Matryoshka Diffusion Models or MDM🪆, directly in pixel space (~1024px) without any VAEs or cascaded models. Code will be released soon! !(1/n) https://t.co/NXo5vWpMON
🚀 Deadline extended to the 3rd of October for the Workshop on Optimal Transport and Machine Learning @Neurips 2023! Amazing lineup of speakers ! PS: recent submissions to neurips/iclr/aistats are welcome Site: otmlworkshop.github.io #Monge @elmelis @_bunnech @CuturiMarco
How does optimal transport allow us to study dynamical systems? How does it connect to control theory, flow matching, & diffusion models? How is it advancing molecular biology research? Find the answers in our tutorial! Recording, slides, & script under bunne.ch/ot_tutorial/.
Apple MLR has a few intern positions in Paris. They can start pretty much anytime now, and last for up to a year (pending a finish before Sept. 24). Please reach out by email to [email protected] if you are interested! See details in Pierre's tweet!
Apple MLR has a few intern positions in Paris. They can start pretty much anytime now, and last for up to a year (pending a finish before Sept. 24). Please reach out by email to [email protected] if you are interested! See details in Pierre's tweet!
With moscot, we map cells across time points, enrich spatial data, align tissue slides, and reconstruct spatiotemporal trajectories. Here, I focus on mapping cells across time-points, see @Dominik1Klein's tweetorial for a general overview: bit.ly/moscot-general (6/15)
1/10 Looking for a tool to map cells across time and space? We introduce moscot-tools.org, a scalable framework for #optimaltransport (#OT) applications in single-cell genomics! bit.ly/3MiICFc
Happy to announce that our workshop on Differentiable Almost Everything #diffxyz got accepted to #ICML2023 Check out the website: differentiable.xyz @FHKPetersen @CuturiMarco @Mniepert @Michael_A_Kagan @willieneis @StefanoErmon CfP coming soon!
Gabriel Peyré @gabrielpeyre
92K Followers 449 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.
Frank Nielsen @FrnkNlsn
23K Followers 1K Following Machine Learning & AI, Information Sciences & Information Geometry, Distances & Statistical models, HPC. "Geometry defines the architecture of spaces" @SonyCSL
Pierre Alquier @PierreAlquier
8K Followers 5K Following Professor of Statistics @ESSEC_AP 🇸🇬 // Previously @RIKEN_AIP 🇯🇵 @ENSAEparis 🇫🇷 @ucddublin 🇮🇪 🇪🇺 // random posts about research & birds photos // 🌈
Michal Valko @misovalko
5K Followers 2K Following Llama @AIatMeta Paris & Inria & MVA - Ex: Gemini and BYOL @GoogleDeepMind
Sam Power @sp_monte_carlo
17K Followers 7K Following Lecturer in Maths & Stats at Bristol. Interested in probabilistic + numerical computation, statistical modelling + inference. (he / him)
Lénaïc Chizat @LenaicChizat
2K Followers 241 Following Assistant professor @epfl (previously @cnrs researcher). Interested by what's simple, beyond the obvious.
Amin Karbasi @aminkarbasi
8K Followers 2K Following Associate Professor at Yale University, staff research scientist at Google.
Arthur Gretton @ArthurGretton
9K Followers 730 Following Professor in Machine Learning, Gatsby Computational Neuroscience Unit Research Scientist, Google DeepMind @[email protected]
Taco Cohen @TacoCohen
21K Followers 3K Following Deep learner at FAIR. Into codegen, equivariance, generative models. Spent time at Qualcomm, Scyfer (acquired), UvA, Deepmind, OpenAI.
Jascha Sohl-Dickstein @jaschasd
19K Followers 623 Following Member of the technical staff @ Anthropic. Most (in)famous for inventing diffusion models. AI + physics + neuroscience + dynamics.
Konstantin Mishchenko @konstmish
4K Followers 564 Following Research Scientist at Samsung AI Center Outstanding Paper Award @icmlconf 2023 Action Editor @TmlrOrg I tweet about ML papers and math
Miles Cranmer @MilesCranmer
12K Followers 903 Following Assistant Prof @Cambridge_Uni, works on AI for the physical sciences. Previously: Flatiron, DeepMind, Princeton, McGill.
Charlotte Bunne @_bunnech
3K Followers 485 Following PostDoc at @Genentech and @Stanford and Incoming Assistant Professor at @EPFL in Computer Science and Life Sciences.
Jason Lee @jasondeanlee
10K Followers 3K Following Associate Professor at Princeton and Research Scientist at Google DeepMind. ML/AI Researcher working on foundations of LLMs and deep learning
Pablo Samuel Castro @pcastr
10K Followers 814 Following Señor swesearcher @ Google DeepMind. Adjunct prof @ U de Montreal & Mila. Musician. From 🇪🇨 living in 🇨🇦.
Dalalyan Arnak @ArnakDalalyan
608 Followers 111 Following
Justin Solomon @JustinMSolomon
6K Followers 661 Following Associate prof, MIT EECS/CSAIL 💻🔬🦥🧀🏋️♀️🎼🐈🎻🏳️🌈 he/him/his
Mathis Hardion @m_hardion
0 Followers 23 Following Mathematics student in the MVA master's program @ENS_ParisSaclay, research intern @Unibocconi
Michael Kirchhof @mkirchhof_
652 Followers 287 Following PhD student @uni_tue. Working on large-scale #uncertainty quantification in #machinelearning
Aaditya ; @Aaditya26082004
524 Followers 7K Following CS'26 • Machine Learning • Open-Source • Web Dev. • Algorithms • Jai Shree Krishna 🦚🪈
Luka @srboljubbosanac
5 Followers 301 Following
Austin A Varela @AustinAVarela
29 Followers 216 Following 1st Year @cbm_student Tri-I CBM PhD Student interested in scRNA-seq modeling | Researcher in the @LaughneyLab | @NSF GRFP Fellow | NYC Born & Raised
Alex Albors @aalbors75
10 Followers 23 Following
Azerbaïdjan @Lira0032
10 Followers 47 Following
Prince Osei Aboagye @kp_aboagye
26 Followers 197 Following Staff Research Scientist @Visa Research || Formerly: Ph.D. Student @UUtah || Research Interest: Natural Language Processing, Ethical and Responsible AI.
frogsniffa @frogsniffa
120 Followers 973 Following
Pensé FFun @inftyCategory
108 Followers 6K Following
AyakaSakata @mezasetoukeipro
61 Followers 221 Following Associate professor, the Institute of Statistical Mathematics @tousuuken and SOKENDAI @SokendaiU
Emanuele Angilè @Ema_Ang
6 Followers 33 Following
Loïc Chadoutaud @LoicChadoutaud
0 Followers 29 Following
GyuBin Lee @gyubin0521
73 Followers 2K Following
Jeff @TchJeff
51 Followers 456 Following Tech Enthusiast & AI Confidant | Diving deep into coding and intelligent algorithms | Sharing daily delights and wonders of tech 🚀😂 #TechMagic
Karan Trivedi @Karan_3vedi
17 Followers 676 Following
Benjamin Heymann @BenjaminHe12201
13 Followers 100 Following Staff Research Scientist at Criteo. AI, game theory and marketplace design. Opinions are my own
Polina @polinezzza
0 Followers 82 Following
Yedid Hoshen @YHoshen
73 Followers 65 Following Assistant Prof., CS @ Hebrew University of Jerusalem
Noah Liniger @NoahLiniger
18 Followers 134 Following
Ilsang Ohn @yrsofsoltitude
85 Followers 543 Following Assistant Professor of Statistics at Inha University. Interested in theoretical aspects of machine learning methods.
Gagan Jain @gaganjain1582
50 Followers 745 Following Predoc Researcher @GoogleDeepMind | IIT Bombay'22
Emmanuel Esposito @emmanuelespo
72 Followers 243 Following PhD student in Computer Science at University of Milan @LaStatale & IIT
Christian Internò @ChristianInte16
55 Followers 279 Following AI/Machine Learning Researcher - Phd student @unibielefeld @citec_agsc @Honda Research Institute
Haoxuan (Steve) Chen @SC96004870
255 Followers 779 Following Ph.D. student at @ICMEStanford; B.S. in Math (PMA) & Data Science (CMS) @Caltech'22; Applied and Computational Math/Statistics/Optimization
Xavier Gonzalez @xavierjgonzalez
177 Followers 471 Following PhD Student in Statistics at @Stanford. Advised by @scott_linderman. All views my own.
Jeanne Dark @kradEnnaej
1 Followers 101 Following
Manu Flores @eflobau
101 Followers 957 Following Grad student in Matt Thomson’s lab at Caltech. Genes that fire together wire together.
Lina Paiz @paulinapaiz02
1K Followers 666 Following Biomedical Data Science @StanfordMed 🧬 Prev. Aging Bio 🐶 @loyalfordogs 🧠 👩💻, @Genentech
Quyen Tran @tranquyenbk173
24 Followers 248 Following AI Research Resident at @VinAI_Research (Looking for a PhD position in Fall2025) Interested in Continual Learning, OOD detection and Generative models
Florian Shkurti @florian_shkurti
2K Followers 2K Following Assistant professor in computer science, University of Toronto | @UofTRobotics @VectorInst | Working on robotics, vision, and machine learning.
Rohit Dilip @RohitDilip8
82 Followers 146 Following Computer science @ Caltech | Physics @ Princeton. Deep learning for biology in the Van Valen lab.
Jiajun Song @Ethanatooo
7 Followers 368 Following
Eva Louise Marie Gabr.. @e681554349
9 Followers 3K Following
migo787565 @DaJeannot1561
1 Followers 422 Following
Zoe Mohl @ZoeMohl
309 Followers 404 Following Investor @Balderton | French American | Views are my own
Suryanarayana Maddu @surimk92
174 Followers 521 Following Flatiron research fellow @FlatironCCB @harvard QBio initiative @SimonsFdn @mpicbg @csbdresden. Works on problems at the interface of ML + computing + biology
佐藤博士🎉🎉🎉
We implemented quantization from scratch in a week. I think that is one of the biggest strengths of MLX. Easy to use but also easy to extend and customize. We can’t wait to see what people will implement in a month!
Big update to MLX but especially 🥁 N-bit quantization and quantized matmul kernels! Thanks to the wizardry of @angeloskath pip install -U mlx
OTML workshop happening today at #NeurIPS2023 ! Join us in room 220-222 :) #FeeltheMonge #Gowiththeflow #Optimalpeople @elmelis @_bunnech @CuturiMarco
Just in time for the holidays, we are releasing some new software today from Apple machine learning research. MLX is an efficient machine learning framework specifically designed for Apple silicon (i.e. your laptop!) Code: github.com/ml-explore/mlx Docs: ml-explore.github.io/mlx/build/html…
#ICLR2024 released reviews to authors Friday evening at 7pm European time. Have a fun weekend, poor grad students 😕 And even worse, poor parents! Not a good move, #ICLR; so available by conscious scheduling! Let’s hope #ICML2024 and #NeurIPS2024 will avoid this.
ML residencies are a great experience for researchers and mentors, and the Apple MLR Paris office is a fantastic place to do ambitious curiosity-driven ML research. Check it out if you are looking for residency positions!
🍏The Apple MLR team in Paris has an open AI resident position (July 2024 to July 2025). See the link below for more info and application procedure. Please reach out to [email protected] if you have questions! jobs.apple.com/en-us/details/…
Lots of exciting research in the Paris MLR location!
Apple MLR has a few intern positions in Paris. They can start pretty much anytime now, and last for up to a year (pending a finish before Sept. 24). Please reach out by email to [email protected] if you are interested! See details in Pierre's tweet!
@_bunnech @CuturiMarco OT is truly underrated! Thanks for this tutorial! :)
How does optimal transport allow us to study dynamical systems? How does it connect to control theory, flow matching, & diffusion models? How is it advancing molecular biology research? Find the answers in our tutorial! Recording, slides, & script under bunne.ch/ot_tutorial/.
@CuturiMarco @_bunnech It was an amazing tutorial.
Here are a handful examples. Topology: @Pseudomanifold @viditnanda @HajijMustafa Geometry: @mmbronstein @fedzbar @SoledadVillar5 Clifford algebra: @jo_brandstetter @djjruhe Group theory: @TacoCohen @wellingmax @SheardDavid Optimal transport: @gabrielpeyre @CuturiMarco (2/3)
Optimal transport is a powerful tool to solve such mapping problems, demonstrated through WaddingtonOT @geoffschieb, NovoSpaRc @mor_nitzan, PASTE @RonZeira and more. Thus, we teamed up with @CuturiMarco @Apple to create a general framework for OT applications in SCG (4/15).
Aaand like that, using Sinkhorn-Knopp (+++) for SSL is back to being the SOTA! @CuturiMarco
DINOv2: Learning Robust Visual Features without Supervision train a ViT model with 1B parameters and distill it into a series of smaller models that surpass the best available all-purpose features, OpenCLIP on most of the benchmarks at image and pixel levels abs:…
The Norwegian Academy of Science and Letters has decided to award the Abel Prize 2023 to Luis A. Caffarelli (@UTAustin). #AbelPrize #AbelPrize2023
@gradientpub Just joined. @[email protected]. Luckily I did not encounter any technical issues - a bit more friction than opening an app on iphone / android, but less than, say, installing cuda :)
Working in AI in academia/industry? 🤖 Join us at sigmoid.social on #Mastodon!
We already have over 200 users and 500 interactions! A humble start, but not a bad start. Please let others in the AI twitter space know about us :) we have enough funding via Substack to pay for a whole bunch of compute for this.
How about a little competition - show us your best robot/AI Mastodon creations. We might just use one of them as the Mascot for sigmoid.social :) h/t @mark_riedl for the idea
Important announcement! Today we launch a new Twitter-like space for the AI community - Sigmoid Social. We hope to ensure the thriving AI Twitter community can live on by maintaining this Mastodon instance going forward. Join here: sigmoid.social
I can admit when I'm wrong and I was wrong about @elonmusk. No one was more skeptical than I - but his decisions this week have shown he really *can* put a social network on the path to unprecedented success. Specifically Mastodon.
Important announcement! Today we launch a new Twitter-like space for the AI community - Sigmoid Social. We hope to ensure the thriving AI Twitter community can live on by maintaining this Mastodon instance going forward. Join here: sigmoid.social
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