Wanru Zhao (Looking for 2024 Summer Internship) @Renee42581826
Postgraduate Student @CaMLSys @Cambridge_CL | Ex-Intern @DGLGraph @AWS and @CambridgeJBS | Do not go gentle into that good night 🧗 Cambridge, England Joined September 2019-
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Catch my poster presentation at the @flwrlabs AI Summit! March 14 and 15 in London, UK. Full agenda here: flower.ai/conf/flower-ai… Free registration and virtual attendance supported!
My Academic Baby Step: Reached the 100 Citation Milestone ✅ Starting to explore research from scratch in my sophomore year of undergraduate studies, I am sincerely grateful to all my mentors and peers for their invaluable guidance, support, and constructive advice throughout…
A compelling intuition is that deep learning does approximate Solomonoff induction, finding a mixture of the programs that explain the data, weighted by complexity. Finding a more precise version of this claim that's actually true would help us understand why deep learning works…
@julien_c @osanseviero It'd be worth mentioning the federated learning literature which does a lot of model merging (see the seminal FedAvg). Also our DiLoCo, where we "model-merge" the models every hundred of steps: x.com/_akhaliq/statu…
@julien_c @osanseviero It'd be worth mentioning the federated learning literature which does a lot of model merging (see the seminal FedAvg). Also our DiLoCo, where we "model-merge" the models every hundred of steps: x.com/_akhaliq/statu…
Scaling Data-Constrained Language Models - a new data-constrained scaling law - generalizes Chinchilla scaling to repeated data regime arxiv.org/abs/2305.16264 By @Muennighoff @srush_nlp @boazbaraktcs @Fluke_Ellington @olapiktus @Nouamanetazi @TurkuNLP @Thom_Wolf @colinraffel
As ML models/datasets get bigger + more opaque, we need a *scalable* way to ask: where in the *data* did a prediction come from? Presenting TRAK: data attribution with (significantly) better speed/efficacy tradeoffs: w/ @smsampark @kris_georgiev1 @andrew_ilyas @gpoleclerc 1/6
Check out our paper generalising the method that won us the UK/US PET challenge.
Check out our paper generalising the method that won us the UK/US PET challenge.
🌟 Join Flower Summit 2023 tomorrow - The World's Largest Conference on Federated Learning! 🌍 Register now: flower.dev/conf/flower-su…
Wonderful talk by @xinchiqiu today @royalsociety. Whole team punched far above their weight to jointly win this competition. @CDEIUK thanks for the competition, what can we do next?
Wonderful talk by @xinchiqiu today @royalsociety. Whole team punched far above their weight to jointly win this competition. @CDEIUK thanks for the competition, what can we do next?
1/ Are AI systems “just another tool”? Not when we give them agency! Our new @FAccTConference paper analyzes how distinctive harms might arise as we increase AI agency along 4 axes: (1) Underspecification (2) Directness of impact (3) Goal-directedness (4) Long-term planning
Fantastic to see @CaMLSys student Wanru Zhao (@Renee42581826) presenting at the women@CL event (@Cambridge_CL) yesterday -- a special #WomensDay edition! Wanru presented "Challenges and Prospective Technologies for Privacy-Enhanced Federated Learning".
Congratulations to @niclane7, @pedropbg, Pan Heng, @xinchiqiu , @Renee42581826, Filip Svoboda, Danny Ma & the whole team for their award-winning work on a privacy-preserving solution to help tackle the challenge of international money laundering.
Congratulations to @niclane7, @pedropbg, Pan Heng, @xinchiqiu , @Renee42581826, Filip Svoboda, Danny Ma & the whole team for their award-winning work on a privacy-preserving solution to help tackle the challenge of international money laundering.
Thrilled that our @CaMLSys team placed 1st (equal) in UK/US competition to build a privacy preserving ML solution (financial data). Huge team effort: @pedropbg, Pan Heng, @xinchiqiu, @Renee42581826, Filip Svoboda, Danny Ma. @Cambridge_Uni article - cam.ac.uk/research/news/…
Thrilled that our @CaMLSys team placed 1st (equal) in UK/US competition to build a privacy preserving ML solution (financial data). Huge team effort: @pedropbg, Pan Heng, @xinchiqiu, @Renee42581826, Filip Svoboda, Danny Ma. @Cambridge_Uni article - cam.ac.uk/research/news/…
Eulerian Moe @EulerianMoe
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2K Followers 773 Following i invent & study efficient and scalable ML systems @camlsys; @raengnews chair prof. @cambridge_cl, fellow @stjohnscam, co-founder & CSO @flwrlabs (YCW23)Alan Liu 🏍️ @Alan_Lau
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117 Followers 1K Following Whether you think you can or you can't, either way you're rightKelly Ding @kellydingzx
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265 Followers 424 Following Computer vision researcher. PhD student at University of Oxford @OxfordTVG and Meta @AIatMetaTaochun Sun @TaochunSun
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3K Followers 997 Following cmu mcse '24 | broke things @M5tTrading @RisingWaveLabs @Hyperledger, @BytedanceTalk and 3 others.Dinghuai Zhang 张鼎.. @zdhnarsil
2K Followers 1K Following PhD student at @Mila_Quebec. Ex intern at FAIR Labs @MetaAI. Previous math undergraduate at @PKU1898.Dr. Jian “Daye” W.. @jian_w3ng
3K Followers 562 Following Father | AssistProf @cemseKAUST | PhD @UCLA | Computer Architecture | SW/HW Codesign | Compiler Optimization | 本职工作是段子手Xiang Li | 李想 @XiangHCI
2K Followers 2K Following HCI/XR PhD & Trust Scholar @Cambridge_Eng | Student Fellow @LeverhulmeCFI | Social Media @acm_chi & @acmchiplay | Prev. @xjtlu @MonashUni @cmuhcii @IP_Paris_nic lane @niclane7
2K Followers 773 Following i invent & study efficient and scalable ML systems @camlsys; @raengnews chair prof. @cambridge_cl, fellow @stjohnscam, co-founder & CSO @flwrlabs (YCW23)Xavier Bresson @xbresson
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30K Followers 555 Following Staff Research Scientist @GoogleDeepMind | Affiliated Lecturer @Cambridge_Uni | Associate @clarehall_cam | GDL Scholar @ELLISforEurope. Monoids. 🇷🇸🇲🇪🇧🇦Song Han @songhan_mit
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7K Followers 750 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.Google DeepMind @GoogleDeepMind
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43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeVAlan Liu 🏍️ @Alan_Lau
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712K Followers 719 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.Cecilia Mascolo🇪�.. @cecim
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5K Followers 2K Following Head of NLP, CTO office, @Bloomberg. (he/him) Generating natural language, one word at a time. Also making sense of that language afterwards. views my ownNoah A. Smith @nlpnoah
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1K Followers 1K Following Postdoc @cambridgenlp | Previously @Westlake_Uni, @ZJU_China, @EdinburghUni and @WHU_1893 | Interned @MSFTResearch ×3 | he/him 🌈Runjia Li @RunjiaLi
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1K Followers 2K Following Author THE DEER @Dalkey_Archive | Asst Edit @_Conjunctions | Musician @75OrLess | HCI @MetaLabHarvard MIT @MediaLab now @UofTTom Gur @TomGur
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370K Followers 2 Following towards a plurality of humanity loving AGIs @openaiEnrico Palumbo @enricopalumbo91
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868 Followers 1K Following PhD @BrownCSDept || 🤖 multilingual + inclusive + responsible AI incoming: RS Intern @ FAIR @AIatMeta past: @CohereForAI @BigscienceWYanchen Liu @_yanchenliu
86 Followers 157 Following 2nd-Year Master's Student @Harvard | Visiting @StanfordNLP BSc in CS @TU_Muenchen | CL @LMU_Muenchen Seeking Ph.D. positions for Fall 24 | NLPKai Rawal @KaivalyaRawal
201 Followers 542 Following ML Engineer, AI Researcher, and Aspiring Computer Scientist. Now at @oiioxford (previously @Harvard, @polimi, @NTUsg and @bitspilaniindia)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/amvw1U21NcMichael Kirchhof @mkirchhof_
652 Followers 287 Following PhD student @uni_tue. Working on large-scale #uncertainty quantification in #machinelearningJingjie Li @j_j_li
172 Followers 218 Following Asst. Prof. @EdinburghUni /Ph.D. @UWMadison. el psy kongrooDuncan Frost @NinjaDuncan
97 Followers 122 Following Computer Vision Researcher at @RealityLabs. Previously at @Scape. Previous PhD student and Post-Doc at @UniofOxford(Not) Haoqian @nothaoqian
474 Followers 347 Following This account collects Haoqian’s story. Join the telegram group: https://t.co/uqP4vKT77XLintang Sutawika @lintangsutawika
382 Followers 565 Following Incoming Ph.D. student @LTIatCMU. Researcher at @AIEleuther. Maintainer of LM-Eval Harness. Here for machine learning papers and discussion.Weiyan Shi @shi_weiyan
3K Followers 697 Following Postdoc @StanfordNLP, incoming assistant professor @Northeastern, PhD @Columbia| Prev Intern @MetaAI |Co-created CICERO | persuasive chatbots + privacy #nlprocLuiza Pozzobon @luizapzbn
400 Followers 271 Following Research Scholar @CohereForAI | MSc @ Unicamp, BrazilThe GenLaw Center @genlawcenter
484 Followers 22 Following The Center for Research on Generative AI, Law, and Policy https://t.co/mxbv72Mp3RYoav Artzi @yoavartzi
13K Followers 163 Following Research/prof @cs_cornell + @cornell_tech🚡 / https://t.co/9YnWry7yHs / https://t.co/3VmRSyYm2d / asso. faculty director @arxiv / building https://t.co/f9QkzO5kaCI'm excited to share our new paper that recently got accepted at @WOAHWorkshop co-located with #NAACL2024 . With @Abuad_Uni arxiv.org/abs/2404.18180 We analysed the tweets & replies of 3 leading candidates of the last Lagos election @jidesanwoolu @GRVlagos & @officialjandor
The end-of-semester pizza party with the @ISSYale clan!!
CMU presents TOFU A Task of Fictitious Unlearning for LLMs paper page: huggingface.co/papers/2401.06… Large language models trained on massive corpora of data from the web can memorize and reproduce sensitive or private data raising both legal and ethical concerns. Unlearning, or…
Google presents Capabilities of Gemini Models in Medicine Excellence in a wide variety of medical applications poses considerable challenges for AI, requiring advanced reasoning, access to up-to-date medical knowledge and understanding of complex multimodal data.
Life update: today is my first day as a Member of Technical Staff at @cohere!
Thrilled to announce that (1) I've successfully defended my PhD thesis, "Improving Deep Learning with Probabilistic Approaches," which I'll share once corrections are done, and (2) Today I started my dream job as a research scientist @GoogleDeepMind! Excited for the future! 🥳
Professor life is off to a great start! Honored to receive a grant from Apple ML Research and to be named a Google Research Scholar. Looking forward to more work developing ML methods for healthcare and equity Pictured: an apple, Google, and me
Llama3-8B and 70B have dropped!! Extremely grateful to have been part of this journey. More coming soon :) llama.meta.com/llama3/
@WenhuChen I find it extremely hard to spin up two projects at the same time; but I find it useful to work on multiple things where I intensely work on one while waiting to experiments/data to be collected from other projects.
We present you our recent work on developing open-source, multilingual language model for medicine, that the benefits a wider, linguistically diverse audience from different regions. arxiv.org/abs/2402.13963 All codes, models are available at @huggingface
📢 Only 10 days left to apply to the Lisbon Machine Learning School in July. Check out our fantastic lineup of speakers 👇 🔗 for more information: lxmls.it.pt/2024/ 🔗 to apply: tinyurl.com/288raakv #LxMLS #MachineLearning #NLP
📢 We are delighted to announce that the 14th Lisbon Machine Learning Summer School will take place from the 11th to 17th of July 2024 @istecnico 🔗 for more information: lxmls.it.pt/2024/ 🔗 to apply: tinyurl.com/288raakv Deadline to apply: 26th April
So cool to see my grad student present at their first ever conference @westcamhub Research Cafe's @CambridgeZero @Postdoc_Academy. Two projects: Haiming: DICE modelling of #ocean CDR; Cuicheng: Energy efficiency in #London n #Bigdata @Cambridge_Uni
I'm as excited as you are about your {lab, company, school}'s research, but perhaps rather than just hype, you can display a bit of scientific humility and tell me also what the challenges, gaps are.
Want to play with attribution? What neuron and attention head attends to what? How does it change in different models and sentences? Go play: huggingface.co/spaces/faceboo… Kudo @AIatMeta Igor Tufanov @mahnerak @javifer_96 @lena_voita
A personal milestone: hit 10,000 citations! Keep going and look forward to more impactful work in the future.
Very happy that one of my two ICLR 2024 blog posts has been highlighted as a spotlight (blog post) 🥳🥳🥳 It's "Bridging the Data Processing Inequality and Function-Space Variational Inference". I'm quite proud of it, so let me give you a quick tour:
📣The Blog Post Track 2024 is out! 22 Blog posts on ML topics ranging from optimisation to RLHF: blog.iclr.cc/2024/04/02/blo… Tell your colleagues and friends! @iclr_conf @gauthier_gidel @busycalibrating @velythyl @fpedregosa Léo Schwinn
📣The Blog Post Track 2024 is out! 22 Blog posts on ML topics ranging from optimisation to RLHF: blog.iclr.cc/2024/04/02/blo… Tell your colleagues and friends! @iclr_conf @gauthier_gidel @busycalibrating @velythyl @fpedregosa Léo Schwinn
Apply to YC The value of YC is easy to underestimate from the outside. We certainly underestimated it before we went through YC. Don't make that mistake.
The deadline for YC S24 is tomorrow. Here's why you SHOULD NOT APPLY TO YC: YC seems like a reasonable proposition. They give you some money to help start your business, and they promise you access to a community of people that can help you along the way. In exchange, they don't…
🦙🔥 Llama 3 is making waves, and it works incredibly well with PairS! We show PairS-beam on Llama-3-8B-instruct achieves a remarkable Spearman corr of 0.62 on NewsRoom coherence. 📈 Massive improvement from the direct scoring of 0.42 Even approaching GPT-4-turbo! 🚀 #Llama3
🔥New paper!📜 Struggle to align LLM evaluators with human judgements?🤔 Introducing PairS🌟: By exploiting transitivity, we push the potential of pairwise preference in efficient ranking evaluations that has better alignment!🧑⚖️ 📖arxiv.org/abs/2403.16950 💻github.com/cambridgeltl/p…
🥳Excited to see orthogonal finetuning (OFT/BOFT) gets integrated into the Hugging Face PEFT library (github.com/huggingface/pe…)! It takes us a lot of extra efforts to refine the code. Check out the official guide and effortlessly use BOFT in your project: huggingface.co/docs/peft/main…