Jin Xu @jinxu06
PhD student in statistical machine learning at @OxCSML @OxfordStats. Realistic idealist, striving fatalist. jinxu06.github.io Oxford, England Joined August 2017-
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We build neural codecs from a *single* image or video, achieving compression performance close to SOTA models trained on large datasets, while requiring ~100x fewer FLOPs for decoding ⚡ #CVPR2024 c3-neural-compression.github.io
Please apply if you are a UK undergraduate from under-represented backgrounds interested in exploring what a career in AI research is like. Deadline Feb 17! @GoogleDeepMind has kindly supported the AI internship projects @uniqplusoxford, thank you!
Please apply if you are a UK undergraduate from under-represented backgrounds interested in exploring what a career in AI research is like. Deadline Feb 17! @GoogleDeepMind has kindly supported the AI internship projects @uniqplusoxford, thank you!
We present #FunSearch in @Nature today - a system combining LLMs with evolutionary search to generate new discoveries in math and computer science! 👩🔬🔬✨
We present #FunSearch in @Nature today - a system combining LLMs with evolutionary search to generate new discoveries in math and computer science! 👩🔬🔬✨
Interested in large language models? Worried about impacts of climate change? Come join us @oxcsml @NatureRecovery @UniofOxford in pushing the frontiers in #LLMs and at the same time help #NatureRecovery and address the impacts of #ClimateChange! bit.ly/4750IBO
I’m excited to share a paper that Peter Orbanz and I have been working on. In this work we develop linear and nonlinear frameworks for continuous functions that are invariant to the space and wallpaper groups. (Pretty pictures!) arxiv.org/abs/2306.05261 1/
Please allow us to introduce ourselves - we are OpenFold openfold.io, a consortium of life science & tech cos & academics democratizing AI for Biology. Founded by @MoAlQuraishi @ArzedaCo @cyrusbiotech @OutpaceBio @PrescientDesign help from @AWS businesswire.com/news/home/2022…
The OxCSML group @OxfordStats is participating at @NeurIPSConf this week, with 25 papers in the main program, 3 workshop papers and 1 paper in dataset track! Do stop by our posters and presentations! Check out csml.stats.ox.ac.uk/news/2021-10-0… or the following :thread:for further details
Michael Hutchinson (@.. @MHutchinson141
686 Followers 335 Following PhD student @OxfordStats / @OXCSML supervised by @yeewhye and @wellingmax. Probabilistic ML, geometric ML and their interestion. Interned @DeepMind @Qualcomm
Adam Foster @AdamEFoster
551 Followers 189 Following Senior Researcher at Microsoft Research AI4Science. Previously Oxford PhD in machine learning
Kevin Patrick Murphy @sirbayes
42K Followers 334 Following Research Scientist at Google Brain / Deepmind. Interested in Bayesian Machine Learning.
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)
Jean-François Ton @jeanfrancois287
906 Followers 782 Following Senior Research Scientist @BytedanceTalk working on Responsible AI prev. @oxcsml @UnioxOxford, @amazon, @apple, @bloomberg All opinions are my own
Dan Roy @roydanroy
45K Followers 2K Following ML / AI researcher, emphasis on theory. Research Director and Canada CIFAR AI Chair, @VectorInst Professor, @UofT (Statistics/CS)
Michael Li @lzy_michael
205 Followers 317 Following Research Fellow at @GatsbyUCL. previously PhD student in machine learning and statistics @OxCSML and @OxfordStats
Andreas Kirsch 🇮�.. @BlackHC
9K Followers 5K Following Past: 🧑🎓 DPhil @AIMS_oxford @ExeterCollegeOx @UniofOxford (4.5yr) 🧙♂️ RE @DeepMind (1yr) 📺 SWE @Google (3yrs) 🎓 @TU_Muenchen 👤 Fellow @nwspk
Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeV
Siu Lun Chau @Chau9991
340 Followers 479 Following Postdoctoral Researcher at the Rational Intelligence Lab @CISPA; Previously at @oxcsml, @AmazonUK, @MPI_IS.
James Thornton @JamesTThorn
805 Followers 379 Following Research Scientist @Apple ML Research, Paris | Stat / ML PhD Oxford @oxcsml Working on diffusions, optimal transport and sampling
Adam R. Kosiorek @neu.. @arkosiorek
8K Followers 547 Following Research Scientist at DeepMind. ML generalist working on generative models. Was at below 50% capacity due to #LongCOVID, now *almost* recovered.
Jannik Kossen @janundnik
1K Followers 703 Following 👨🎓 Machine Learning PhD Student @OATML_Oxford and @oxcsml. Interned @DeepMind and @GoogleAI.
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.
Arif Ahmad @arif_ahmad_py
274 Followers 7K Following All things AI, Computer Science and Circuits! Prev. @GoogleAI
Edward Milsom @edward_milsom
161 Followers 235 Following Machine learning PhD student working on deep kernel methods. Compass CDT, University of Bristol.
Huy Tran @huytransformer
92 Followers 3K Following
mrs. Susanti @mrs_susant92754
206 Followers 2K Following
Yorgos Felekis @yfelekis
323 Followers 757 Following PhD student in Machine Learning and Causality @uniofwarwick | Member of Warwick Machine Learning Group | 🧪🖥️ | https://t.co/NDLyaDbOXb
Mkmn @mkmnma
3 Followers 2K Following
Zhiyong Wang @Zhiyong16403503
409 Followers 2K Following Visiting Ph.D. student at Cornell University. Ph.D. candidate at CUHK. Working on bandits and reinforcement learning theory.
Janhavee Shinde @SJanhavee
58 Followers 2K Following
Lood van Niekerk @lood_ml
142 Followers 346 Following Research Engineer at HealthQ. @stellenboschuni Alumni. Stumbling my way through the field of Machine Learning 🚶♂️
Anya Sims @anyaasims
44 Followers 96 Following PhD student @oxcsml @UniofOxford supervised by @yeewhye. Prev interned @graphcoreai; placement @CambridgeMLG. Deep learning, offline RL, LLMs X RL, meta-RL.
Kevin K. Yang 楊凱�.. @KevinKaichuang
16K Followers 5K Following Senior Researcher in BioML @MSFTResearch (@MSRNE). He/him/他. 🇹🇼
박성훈 @bagseonghu88428
0 Followers 29 Following
ceerqingting5 @ceerqingti87165
6 Followers 34 Following
Adam Yang @adam_x_yang
191 Followers 1K Following CS PhD student @BristolCNU | Prev: MRes @imperialcollege, MMath @UniofOxford | Uncertainty quantification, LLMs
Max Croci @max_croci
125 Followers 240 Following Postdoc @MSFTResearch researching transformer compression. Previously: PhD @Cambridge_Uni.
Allan Zhou @AllanZhou17
1K Followers 447 Following Final-year AI PhD student @Stanford. NN architecture design, learned optimizers, and hparam optimization.
Christopher Wansing @chriswansing
73 Followers 605 Following
nick nassuphis @NNassuphis
120 Followers 5K Following
Ali H @007Alihaider
123 Followers 2K Following
Cas @cas_wognum
204 Followers 313 Following Trying to teach machines (and myself) drug discovery @valence_ai
Sulin Liu @su_lin_liu
337 Followers 904 Following Postdoc @MIT. Machine Learning PhD @Princeton. Undergrad @NUSingapore.
Keyi Jiang @keyi_jiang
4 Followers 67 Following
Hai @Hai55813852
44 Followers 951 Following
Pietro Lesci @pietro_lesci
483 Followers 2K Following PhD student in Computer Science (NLP) @Cambridge_Uni. Passionate Musician, Professional debugger.
charles @charles26148391
76 Followers 387 Following Étudiant génie civil 🏗 la Terre est belle 🌱 Twitter isn’t real life 🐦
Chris Yao Du @yao53513502
435 Followers 3K Following PhD@HKUST Computer Vision, Medical Image Analysis
Michael Choi @michaelchchoi
1K Followers 2K Following Assistant Professor @NUSingapore @YaleNUS. Applied probabilist. Probability, MCMC, statistical physics, optimization, information theory, TCS. Opinions my own.
Russell Zhang Kunes @russell_kunes
492 Followers 2K Following Computational biologist at Memorial Sloan Kettering Cancer Center, PhD in Statistics
Sessouson @sessouson90095
3 Followers 109 Following
camenduru @camenduru
15K Followers 4K Following ML & Computer Engineer, Game Designer. #OpenSource ❤ #UE ❤ #Jupyter ❤ #AI #ML #StableDiffusion #LLM #NeRF #GaussianSplatting #T2V https://t.co/8MMNbygz1P
Fazzabin Hah @FazzabinH98477
359 Followers 6K Following كل صورة لها قصة ولهذا السبب علينا أن نحب بعضنا البعض.🇬🇧🇺🇲🇩🇪🇰🇼
Jayce Vasquez @JayceVasqu34208
85 Followers 3K Following
Tycho van der Ouderaa @tychovdo
1K Followers 2K Following Postgraduate researcher (PhD) at Imperial College London and visiting researcher at the University of Oxford. Working on probabilistic machine learning.
Ada @terosla84549
94 Followers 4K Following 아주 아름다운 나라예요. 당신 나라의 남자들은 매우 신사적입니다. 당신과 친구하고 싶어요 https://t.co/9VzMDxlsMb LiYY1225543
Shahine Bouabid @shbouabid
176 Followers 304 Following Statistical modelling for climate science @OxCSML @iMIRACLI_ITN 🇲🇦 @nechfate 📷 https://t.co/3P5sLpm3nE. (he/him)
Pramit Saha @PramitSaha5
301 Followers 1K Following DPhil (PhD) Candidate @UniofOxford @oxengsci @NobleLabOxford working on Multimodal Learning, Federated Learning, and Semi-supervised Learning | MASc @ECEUBC
Tianle Cai @tianle_cai
5K Followers 4K Following ML PhD @Princeton. Life-long learner, hacker, and builder. Tech consultant & angel investor. Prev @togethercompute @GoogleDeepMind @MSFTResearch @citsecurities.
Saleh Ashkboos @AshkboosSaleh
547 Followers 285 Following Intern at @Apple | PhD Student at @spcl_eth, focused on High-Performance Computing and Large Scale Deep Learning | Prev. intern at @Microsoft and @MSFTResearch
Radoslav Krivak @rdkbio
336 Followers 5K Following Structural Bioinformatics / AI for Drug Discovery / Geometric DL (@IOCBPrague, prev. PhD @cusbg)
III @ibocha2004
20 Followers 442 Following
Michael Hutchinson (@.. @MHutchinson141
686 Followers 335 Following PhD student @OxfordStats / @OXCSML supervised by @yeewhye and @wellingmax. Probabilistic ML, geometric ML and their interestion. Interned @DeepMind @Qualcomm
Yann LeCun @ylecun
711K Followers 718 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
Chris J. Maddison @cjmaddison
18K Followers 2K Following Asst. Prof. in Machine Learning at UofT and #LongCOVID patient.
AK @_akhaliq
310K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo follow on Hugging Face: https://t.co/q2Qoey80Gx
Google DeepMind @GoogleDeepMind
944K Followers 275 Following We’re a team of scientists, engineers, ethicists and more, committed to solving intelligence, to advance science and benefit humanity.
Adam Foster @AdamEFoster
551 Followers 189 Following Senior Researcher at Microsoft Research AI4Science. Previously Oxford PhD in machine learning
Zoubin Ghahramani @ZoubinGhahrama1
24K Followers 615 Following VP Research, Google DeepMind, ex-head of Google Brain. Professor at University of Cambridge. Machine Learning Researcher. ex-Chief Scientist & VP of AI, Uber.
Kevin Patrick Murphy @sirbayes
42K Followers 334 Following Research Scientist at Google Brain / Deepmind. Interested in Bayesian Machine Learning.
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)
Jean-François Ton @jeanfrancois287
906 Followers 782 Following Senior Research Scientist @BytedanceTalk working on Responsible AI prev. @oxcsml @UnioxOxford, @amazon, @apple, @bloomberg All opinions are my own
Dan Roy @roydanroy
45K Followers 2K Following ML / AI researcher, emphasis on theory. Research Director and Canada CIFAR AI Chair, @VectorInst Professor, @UofT (Statistics/CS)
Max Jaderberg @maxjaderberg
12K Followers 1K Following Advancing AI. Chief AI Scientist @IsomorphicLabs. Prev: research scientist @DeepMind, co-founder Vision Factory (acq. Google 2014), PhD @Oxford_VGG lab.
Michael Li @lzy_michael
205 Followers 317 Following Research Fellow at @GatsbyUCL. previously PhD student in machine learning and statistics @OxCSML and @OxfordStats
Michael A Osborne @maosbot
33K Followers 1K Following Dad, spouse, Professor of Machine Learning @UniofOxford, Co-Founder Mind Foundry, Director @aims_oxford. Bayes, Long Covid, porridge, AI must be good for humans
Francesca Panero @TheFrappies
718 Followers 392 Following Assistant Prof @LSEStatistics. PhD in Stats @UniofOxford, hence my random tweets. She/her.
Kyunghyun Cho @kchonyc
61K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).
Jiaxin Shi @thjashin
2K Followers 316 Following Research Scientist @GoogleDeepMind | prev @Stanford @MSRNE @VectorInst @RIKEN_AIP_EN @Tsinghua_Uni. Building probabilistic & algorithmic models for learning.
Eric Jang @ericjang11
69K Followers 3K Following physical AGI at 1X. Author of "AI is Good for You" https://t.co/eFg4WXhg0p
Haotian Liu @imhaotian
6K Followers 397 Following building intelligence @xAI, creator of #LLaVA, cs @UWMadison, prev @MSFTResearch
Ate-a-Pi @8teAPi
39K Followers 2K Following self aware neuron; historian from 2130; epistemic polluter; 95 yr old man;
Qingyun Wu @qingyun_wu
961 Followers 378 Following Assistant Professor at Penn State University @ISTatPENNSTATE Co-Creator of #AutoGen & #FLAML
mrinank ⭐️ @MrinankSharma
826 Followers 439 Following alignment, poetry, soulmaking, devotion "live to the point of tears", camus
Valence Labs @valence_ai
4K Followers 28 Following Harnessing computation to radically improve lives. Powered by @recursionpharma
Kristina Ulicna, PhD .. @KristinaUlicna
14K Followers 12K Following Research Scientist 👩💻 @Valence_AI 💻🧪, powered by @RecursionPharma 🔬🧬 | Visiting @Mila_Quebec in Montréal 🇨🇦 | 👩🔬 Into single cells 🧫 via #python 🐍
Dan @_danielcohen
530 Followers 795 Following president @valence_ai | fmr co-founder & ceo of valence discovery (acquired $RXRX)
Inflection AI @inflectionAI
49K Followers 3 Following We are an AI studio creating a personal AI for everyone. Our first is @pi, a supportive and empathetic conversational AI.
Konstantina Palla @konstantina_pll
2K Followers 1K Following ML & all things research. Senior research scientist @SpotifyResearch. Affinity workshops chair @NeurIPSConf 2023. Previously @MSFTResearch. All opinions my own.
Jason Yim @json_yim
1K Followers 225 Following PhD student @MIT_CSAIL. Generative models, protein design.
Anya Sims @anyaasims
44 Followers 96 Following PhD student @oxcsml @UniofOxford supervised by @yeewhye. Prev interned @graphcoreai; placement @CambridgeMLG. Deep learning, offline RL, LLMs X RL, meta-RL.
David Eriksson @davidmeriksson
344 Followers 358 Following Research Scientist Manager @Meta working on Bayesian optimization. ex-Uber AI Labs, PhD from Cornell. I like mountains & the Tampa Bay Lightning.
Kevin K. Yang 楊凱�.. @KevinKaichuang
16K Followers 5K Following Senior Researcher in BioML @MSFTResearch (@MSRNE). He/him/他. 🇹🇼
Artem Moskalev 🕊�.. @artemmoskalev
651 Followers 556 Following Re-imagining drug discovery with AI 🧬. Deep Learning ⚭ Geometry. Previously PhD at the University of Amsterdam.
Max Croci @max_croci
125 Followers 240 Following Postdoc @MSFTResearch researching transformer compression. Previously: PhD @Cambridge_Uni.
Peyman Milanfar @docmilanfar
67K Followers 264 Following Distinguished Scientist at Google Research. Computational Imaging, Machine Learning, and Vision. Tweets = personal opinions. May change or disappear over time.
Allan Zhou @AllanZhou17
1K Followers 447 Following Final-year AI PhD student @Stanford. NN architecture design, learned optimizers, and hparam optimization.
NVIDIA Healthcare @NVIDIAHealth
6K Followers 148 Following Helping physicians, researchers, and innovators harness the power of AI and HPC to do their life's work.
VantAI @vant_ai
993 Followers 3 Following Unlocking a new chapter in medicine by making protein interactions programmable
BenevolentAI @benevolent_ai
8K Followers 603 Following An AI-drug discovery company uniting human and machine intelligence to discover new ways to treat disease. #BecauseItMatters Hiring: #London #Cambridge #NYC
Insilico Medicine @InSilicoMeds
7K Followers 435 Following Insilico Medicine is a clinical-stage AI-driven biotech company dedicated to extending human productive longevity by transforming drug discovery with AI.
Adaptive Biotech @AdaptiveBiotech
5K Followers 1K Following Adaptive Biotechnologies is a pioneer & leader in immune-driven medicine. We aim to improve lives by learning from the wisdom of our adaptive immune systems.
Recursion @RecursionPharma
11K Followers 786 Following Decoding biology to radically improve lives. The industrial revolution of drug discovery is here.
Volkan Cevher @CevherLIONS
3K Followers 578 Following Associate Professor of Electrical Engineering, EPFL. Amazon Scholar. ELLIS Fellow.
joanna @_joanna_yoo
725 Followers 524 Following Drug hunter @isomorphiclabs 🧬 prev. LLM scaling at @cohereAI 🇰🇷 🇨🇦 🇬🇧
财新News @NewsCaixin
97K Followers 13 Following 财新网官方Twitter账号。财经新闻资讯必读网站，整合资讯、观点、多媒体、互动等信息时代形态丰富的资讯产品，7天24小时输出高品质的原创内容。 限时优惠订阅，1美元畅读财新mini https://t.co/fuIogXjMs5
Tianqiao & Chrissy Ch.. @ChenInstitute
1K Followers 271 Following Tianqiao and Chrissy Chen have committed $1 billion to advance fundamental brain research.
Simon Mathis @SimMat20
720 Followers 868 Following PhD @Cambridge_Uni | AI in protein design & engineering | biotech & environmental applications | enzymes | geometric DL | prev. @ETH_physics
Cas @cas_wognum
204 Followers 313 Following Trying to teach machines (and myself) drug discovery @valence_ai
Sulin Liu @su_lin_liu
337 Followers 904 Following Postdoc @MIT. Machine Learning PhD @Princeton. Undergrad @NUSingapore.
Flatiron Institute @FlatironInst
5K Followers 208 Following Advancing scientific research through computational methods and software tools. Centers: #FlatironCCA, #FlatironCCB, #FlatironCCM, #FlatironCCN and #FlatironCCQ
Mistral AI @MistralAI
90K Followers 0 Following Fast, open-source and secure language models. Join us https://t.co/INALdNGvCP
Luma AI @LumaLabsAI
80K Followers 49 Following Luma's mission is to build multimodal AI to expand human imagination and capabilities. Join us → https://t.co/amvw1U21Nc
Chenlin Meng @chenlin_meng
8K Followers 833 Following Co-founder & CTO @pika_labs | ex @StanfordAILab @Stanford
Demi Guo @demi_guo_
22K Followers 694 Following Co-founder & CEO @pika_labs | ex @StanfordAILab @Harvard
Pika Research @pika_research
624 Followers 27 Following Research at @pika_labs Website: https://t.co/HtBIqJ5jWk Discord: https://t.co/ugNsGDupCp About: https://t.co/LFWL2AHcEZ
Natalie Schluter @natschluter
5K Followers 486 Following #NoJusticeNoPeace-- Machine Learning Researcher at Apple MLR-- All tweets/opinions my own
Hiring @XHiring
34K Followers 9 Following Try job search at https://t.co/7dVBTNIpt5 (available on web and iOS).
Tian Xie @xie_tian
2K Followers 344 Following Researcher & Project lead @ Microsoft Research AI4Science; ML for materials; Previously @ MIT CSAIL & DMSE, DeepMind, Google X.
Extropic @Extropic_AI
30K Followers 28 Following ... . .-.. ..-. -....- .- ... ... . -- -... .-.. .. -. --. / .. -. - . .-.. .-.. .. --. . -. -.-. . / ..-. .-. --- -- / - .... . / ..-. ..- - ..- .-. .
Together AI @togethercompute
27K Followers 304 Following The future of AI is open-source. Let's build together.
Tri Dao @tri_dao
19K Followers 365 Following Incoming Asst. Prof @PrincetonCS, Chief Scientist @togethercompute. Machine learning & systems.
Awesome Stop-Motion Creativity 📹allthatisshe
Leveraging viscous Hamilton-Jacobi PDEs for uncertainty quantification in scientific machine learning ift.tt/eX1w5rQ
After two good years at Microsoft Research AI4Science, I am very excited to announce that as of this month I have, together with Chad Edwards, co-founded a new startup in the field of molecular and materials discovery.
[1/7] Happy to release 🥕QuaRot, a post-training quantization scheme that enables 4-bit inference of LLMs by removing the outlier features. With @akmohtashami_a @max_croci @DAlistarh @thoefler @jameshensman and others Paper: arxiv.org/abs/2404.00456 Code: github.com/spcl/QuaRot
A new preprint from my team at @AdaptiveBiotech! biorxiv.org/content/10.110…
i'm hoping to set up an intention co-living community in san francisco that would nourish beauty, goodness, truth! if you're interested, please let me know, and please share with others 💗 it would be much appreciated. (more details below)
Personal update: Happy to announce that I will start an internship with @Apple next week! Looking forward to it!
i passed my phd viva today !!! i give thanks to all of the (countless) beings that supported me and contributed to this <3 thank you @yeewhye @tom_rainforth @eric_nalisnick and so many others <3
We build neural codecs from a *single* image or video, achieving compression performance close to SOTA models trained on large datasets, while requiring ~100x fewer FLOPs for decoding ⚡ #CVPR2024 c3-neural-compression.github.io
Next stop: LONDON! 🇬🇧 We’re expanding our operations to Europe, at the epicenter of the rapidly growing #TechBio sector in #London. Learn more at bit.ly/3wOCSO2 and check out our new open positions at recursion.com/careers $RXRX #biotech #ai #ml
Another one flew the nest! Though @ShehZaidi has been flying high for a while now :)
Come and work with us to make Language Models more efficient. A Research Residency at @MSFTResearch and 365 Research in Cambridge, UK. jobs.careers.microsoft.com/global/en/job/…
New paper: how to do flow matching on discrete data. Flows give a simple generative framework and better performance than discrete diffusion models. Discrete flows are easily combined with continuous flow matching for multimodal models. arxiv.org/abs/2402.04997 A thread 1/7
A beautiful day at IISc Bengaluru.
‼️Offline MBRL fails with the perfect dynamics model‼️ Check out our new paper where we expose a catastrophic “edge-of-reach” pathology ➡️ and completely re-explain why current offline MBRL works/fails! 🤩 Paper: arxiv.org/abs/2402.12527 Code: github.com/anyasims/edge-… 👇
🚨 Model-based methods for offline RL aren’t working for the reasons you think! 🚨 In our new work, led by @anyaasims, we uncover a hidden “edge-of-reach” pathology which we show is the actual reason why offline MBRL methods work or fail! Let's dive in! 🧵 [1/N]
New preprint on "batch and match" score-based black-box variational inference. We introduce a divergence that can be optimized w/ *closed-form* proximal updates for full cov Gaussian families & prove it converges exponentially fast for Gaussian targets. arxiv.org/abs/2402.14758
@sama A movie about how AI would take over the world. The film should be detailed with the step-by-step plan that was used and the camera pans out of a computer, which is playing this video with a human sitting on a futuristic chair typing exactly this prompt.
Excited to share that our paper "Robust Angular Synchronization via Directed Graph Neural Networks" has been accepted by #ICLR2024, thanks to @GesineReinert, David Wipf, and Mihai Cucuringu! Paper: arxiv.org/pdf/2310.05842… Code: github.com/SherylHYX/GNN_… #GNN #digraphs #network
Really excited about this new MCMC method which allows to sample effectively from challenging multimodal distributions, outperforming strong baselines such as parallel tempering. Work done with great collaborators, Wenlin, Mingtian, Brooks and David!
Diffusive Gibbs Sampling arxiv.org/pdf/2402.03008… is a new approach for multimodal high dimensional distributions. This builds on an elegant connection between convolution and score based methods, giving state of the art in Bayesian NNs and Molecular Dynamics.
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