Pasquale Minervini 🚀 looking for postdocs! @PMinervini
Researcher in ML/NLP at the University of Edinburgh (faculty @InfAtEd @EdinburghNLP), @ELLISforEurope, @UCL_NLP, PI for @Clarify2020, https://t.co/WydvfU8ugz he/they neuralnoise.com Edinburgh, United Kingdom Joined March 2012-
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Today at AISTATS, we're presenting "A Unifying Variational Framework for Gaussian Process Motion Planning". This work develops a flexible way to parameterize uncertainty-aware motion plans in robotics. Check it out at poster session 1, room 2, poster 157 - today! More below:
Congrats @schmidtdominik_ @zhengyaojiang what an achievement!
I'm looking forward to presenting this at @iclr_conf in Vienna next week! 🇦🇹 If you'd like to discuss the paper, human feedback, discrete representations for NLP or @cohere come and find me and @max_nlp in poster session #3 on Wednesday @ 0945h local time! 🎉
I'm looking forward to presenting this at @iclr_conf in Vienna next week! 🇦🇹 If you'd like to discuss the paper, human feedback, discrete representations for NLP or @cohere come and find me and @max_nlp in poster session #3 on Wednesday @ 0945h local time! 🎉
I'm exciting about this joint work with @zodiacJRH, Jun Wang, Qiongkai Xu, @PMinervini, Pontus Stenetorpm, @trevorcohn 🤓. Check it out!
I'm exciting about this joint work with @zodiacJRH, Jun Wang, Qiongkai Xu, @PMinervini, Pontus Stenetorpm, @trevorcohn 🤓. Check it out!
🚨 New Paper! (arxiv.org/abs/2404.19597)🚨 We uncover significant vulnerabilities in Multilingual LLMs (MLLMs) (e.g., BLOOM, Llama2, Llama3, Gemma, and GPT-3.5-turbo) to cross-lingual transferable backdoor attacks. #AIsafety #LLMs #backdoors
still true now that decisions are out on @openreviewnet
still true now that decisions are out on @openreviewnet
🚨 We are delighted to have @PontiEdoardo from @EdinburghNLP at @uclcs for our **hybrid** UCL NLP Meetup on *May 30th 5:30 PM BST* Talk "Efficiency as an Inductive Bias for Language Models" 💫 Please use the online or in-person links here accordingly meetup.com/ucl-natural-la…
Excited to announce the 9th #causality workshop at @UncertaintyInAI with @raziehnabi @Carthica @CalebMiles16 @d_malinsky 🎉 Do you have interesting work in #causality #causalInference #causalDiscovery #CRL etc? Consider submitting an abstract by May 31st: sites.google.com/view/causaluai…
Q: can we have the ease of learning of #continuous latent variable models but also some of the tractability of #discrete latent variable ones? A: yes! Q: how? A: check this thread about our @aistats_conf paper, and go chat to @gengala13 if you are in Valencia next week!
Q: can we have the ease of learning of #continuous latent variable models but also some of the tractability of #discrete latent variable ones? A: yes! Q: how? A: check this thread about our @aistats_conf paper, and go chat to @gengala13 if you are in Valencia next week!
*Alice goes to a differentiable wonderland!* 🔥 I published a short free book on the design of neural networks, from convolutions to transformers, SSMs, and a few other topics. As a bonus, I tried to make it looking nice - any feedback is appreciated! sscardapane.it/alice-book
Given this pace of long-context development, KV-Cache-Compression becomes increasingly more important for efficient inference. If you're interested in the topic go take a look at our Dynamic Memory Compression (arxiv.org/abs/2403.09636) which works on top of GQA for extra 2x…
Given this pace of long-context development, KV-Cache-Compression becomes increasingly more important for efficient inference. If you're interested in the topic go take a look at our Dynamic Memory Compression (arxiv.org/abs/2403.09636) which works on top of GQA for extra 2x…
Such amazing collaborations show that amazing researchers are even amazing folks IRL !!! Anytime I am having GPU issues I now know who to ping !!!
Such amazing collaborations show that amazing researchers are even amazing folks IRL !!! Anytime I am having GPU issues I now know who to ping !!!
🤗🤗🤗🤗
Will be at AISTATS this week, would love to chat if you have integrals to approximate or are generally into compstat / opt. transport / estimation in causal inference. Also we have two papers around importance sampling and variational inference. 1st: adaptive IS for heavy tails
I second this! The next big star @aadityaura! you'd be lucky to have him in your team!
I second this! The next big star @aadityaura! you'd be lucky to have him in your team!
Working on this project was really fun and instructive! Also, Adit (@aadityaura) is insanely talented and currently looking for PhD positions -- catch him if you can! 🚀 (I'm available to help/co-sup via, e.g., @ELLISforEurope!)
Working on this project was really fun and instructive! Also, Adit (@aadityaura) is insanely talented and currently looking for PhD positions -- catch him if you can! 🚀 (I'm available to help/co-sup via, e.g., @ELLISforEurope!)
Young scientists regularly ask me for career advice. Academia or industry? Big company or startup? US or Europe? Good scientists in AI disciplines are fortunate to have many choices. But choosing can be stressful. I always give the same advice. 1/10
The Fisher metric defines the unique Riemannian structure of parametric densities invariant by re-parameterization. For 1D Gaussians, corresponds to the Poincaré hyperbolic half plane. en.wikipedia.org/wiki/Fisher_in…
Introducing The Hallucinations Leaderboard! 🚀 An open effort to measure the LLMs’ tendency to generate hallucinations across various tasks, like open-domain QA, instruction following, and summarisation! 🧵1/N 📄Paper:arxiv.org/abs/2404.05904 🤗Leaderboard:huggingface.co/spaces/halluci…
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3K Followers 640 Following Currently research intern @cohere, PhD supervised by @_rockt and @egrefen. Language and LLMs. Spent time at FAIR, Google, and NYU (@LakeBrenden). She/her.Sebastian Riedel (@ri.. @riedelcastro
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9K Followers 5K Following Past: 🧑🎓 DPhil @AIMS_oxford @ExeterCollegeOx @UniofOxford (4.5yr) 🧙♂️ RE @DeepMind (1yr) 📺 SWE @Google (3yrs) 🎓 @TU_Muenchen 👤 Fellow @nwspkFelix Hill @FelixHill84
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9 Followers 159 Following 🍊 Full-stack web developer 🍎 Becoming ML researcher + engineer 🍋 Making YouTube tutorialsMehar Bhatia @bhatia_mehar
1K Followers 2K Following NLP || Grad CS Student at @UBC Vancouver 👩🎓|| @UBC_NLP @VectorInst || Studying culture, reasoning, alignment, fairness and biasesBen Rubinstein @bipr
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31 Followers 171 FollowingAlan Lockett @hypernicon
55 Followers 118 FollowingFederico Cinus @Federico_Cinus
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46K Followers 2K FollowingKyunghyun 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).Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeVyobibyte @y0b1byte
15K Followers 2K Following Kurin ViTaly, senior research scientist @IsomorphicLabs, ML PhD from @UniofOxford on RL, Multitask learning & GraphsEdward Grefenstette @egrefen
36K Followers 777 Following FR/US/GB AI/ML Person, Director of Research at @GoogleDeepMind, Honorary Professor at @UCL_DARK, @ELLISforEurope Fellow. All posts are personal.Percy Liang @percyliang
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4K Followers 1K Following human being | associate prof in #ML #AI @ancAtEd | PI of #APRIL https://t.co/7uTqRZtmEd | #probabilistic #models #tractable #generative #neuro #symbolic |Petar Veličković @PetarV_93
30K Followers 555 Following Staff Research Scientist @GoogleDeepMind | Affiliated Lecturer @Cambridge_Uni | Associate @clarehall_cam | GDL Scholar @ELLISforEurope. Monoids. 🇷🇸🇲🇪🇧🇦Sasha Rush @srush_nlp
52K Followers 465 Following Professor, Programmer in NYC. Cornell Tech, Hugging Face 🤗 https://t.co/cZl0wTfqGzRosanne Liu @savvyRL
33K Followers 969 Following Cofounded & running @ml_collective. Host of Deep Learning Classics & Trends. Research at Google DeepMind. DEI/DIA Chair of ICLR & NeurIPS. Writing https://t.co/IbycyGfnDRDan Roy @roydanroy
45K Followers 2K Following ML / AI researcher, emphasis on theory. Research Director and Canada CIFAR AI Chair, @VectorInst Professor, @UofT (Statistics/CS)Sam Bowman @sleepinyourhat
35K Followers 3K Following AI alignment + LLMs at NYU & Anthropic. Views not employers'. No relation to @s8mb. I think you should join @givingwhatwecan.Tim Rocktäschel @_rockt
29K Followers 2K Following Open-Endedness Team Lead @GoogleDeepMind, Professor of AI @AI_UCL, PI @UCL_DARK, @ELLISforEurope Scholar. ex @MetaAI (FAIR), @CompSciOxford. Opinions my own.Christopher Manning @chrmanning
127K Followers 116 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. 🇦🇺 Do #NLProc & #AI. 👋Thomas G. Dietterich @tdietterich
51K Followers 507 Following Distinguished Professor (Emeritus), Oregon State Univ.; Former President, Assoc. for the Adv. of Artificial Intelligence; Robust AI & Comput. SustainabilityLaura Ruis @LauraRuis
3K Followers 640 Following Currently research intern @cohere, PhD supervised by @_rockt and @egrefen. Language and LLMs. Spent time at FAIR, Google, and NYU (@LakeBrenden). She/her.Sebastian Riedel (@ri.. @riedelcastro
15K Followers 470 Following Researcher in NLP/ML @deepmind, @ucl_nlp, @[email protected] on MastodonFerenc Huszár @fhuszar
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1K Followers 795 Following Research @allen_ai. Scientific Discovery, Language & Interactive Agents. PhD @ucsd_cse, @AdobeResearch Fellow. Prev @googleai @metaai @msftresearchBen Rubinstein @bipr
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39 Followers 40 FollowingDan Caron⚡ @dancaron
385 Followers 596 Following Building the next generation platform for health ML. 🛸 CEO @healthuniverse_ 🚀 Co-Founder @arrivehealth (Raised 32M) 🤖 Hacked insulin pump now FDA approved.Shubham Chatterjee | .. @ShubhamC526
1K Followers 2K Following Research Associate | University of Edinburgh , Scotland | Neural IR | Representation Learning | Conversational IR | Tweets are my own opinionMichael Ryan @michaelryan207
579 Followers 405 Following NLP Masters Student @stanfordnlp. || Working on DSPy 🧩 || Prev @GeorgiaTech @MicrosoftKrista Opsahl-Ong @kristahopsalong
667 Followers 353 Following CS PhD candidate @Stanford @StanfordAILab || Prev @Google @MicrosoftNeel Das @Nilzkool
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46 Followers 61 Following PhD student in ILCC (NLP) program at the University of EdinburghAlan Lockett @hypernicon
55 Followers 118 FollowingChristine Hall @ChristineMHall
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2K Followers 818 Following Work at @ycombinator. Previously, @sparkcapital, @Cisco and @AppDynamics, @blackstone. Live in SF, grew up in India. https://t.co/Q2bcuv0uyxDavid Lieb @dflieb
28K Followers 1K Following Group Partner @ycombinator. Cofounder @GooglePhotos, @bumptechZach Kamran @Zach_Kamran
772 Followers 491 Following Head of Product - Bookface at @ycombinator | views are my ownDouglas Duhaime @douglasduhaime
1K Followers 721 Following product engineer @ycombinator • formerly experiments @yale • doctorate @notredame • machine learning @proquestGreg Kumparak @Grg
17K Followers 837 Following I've spent my life peeking into the future. Now: Y Combinator | Before: TechCrunchdi qi @diqitally
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216K Followers 0 Following Partner at YC and Managing Director of YC Early Stage @ycombinator [email protected]Garry Tan @garrytan
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3K Followers 418 Following Tyler: ('old engl'); One who tiles roofs. Co-Founder of @Clever. Now Visiting Group Partner at @YCombinatorMatthew Sperrin @MatthewSperrin
1K Followers 485 Following Senior Lecturer in Health Data Science at University of Manchester. Interested in statistical methods and models for prediction and decision support. He/him.arXiv.org @arxiv
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10K Followers 6K Following Tech reporter for @WashingtonPost. Call or Signal me 646-983-5187 [email protected].Yuntian Deng @yuntiandeng
4K Followers 3K Following #NLProc Postdoc @ai2_mosaic | Assistant Professor @UWaterloo '24 | Faculty Affiliate @VectorInst '24 | PhD @HarvardHugo Larcher @hugoch
356 Followers 544 Following ML infra/software engineer @huggingface 🤗. Making GPUs go "brrr".Evangelos Kazakos @e_kazakos
422 Followers 806 Following Postdoctoral researcher @CIIRCCTU working in vision & language. PhD from @BristolUni. Ex. @samsungresearch (SAIC-C). I love coffee and plants. And socks.vLLM @vllm_project
819 Followers 11 Following A high-throughput and memory-efficient inference and serving engine for LLMsAlpay Ariyak @AlpayAriyak
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24 Followers 128 Following Research Scientist @ AstraZeneca Center for AI.This is going to be a spotlight poster on Thursday! Definitely swing by if you're at #ICLR.
New work w/@ziv_ravid @kchonyc @leavittron @nsaphra: We break the steepest MLM loss drop into *2* phase changes: first in internal grammatical structure, then external capabilities. Big implications for emergence, simplicity bias, and interpretability! 🧵 arxiv.org/abs/2309.07311
@PMinervini @adjiboussodieng I’m frequently replaced with a type of pizza
@PMinervini @adjiboussodieng Best part about this one is that it is next to your office haha
This is unhinged. Siobhan isn't an English name. Fksssssake. If it genuinely upsets you and you're English just call your kid Boudica. 🥰
I had lots of fun collaborating with @javifer_96 on this! Apart from methods and findings, we also have a comprehensive survey of LM interpretability tools and annotated equations using a unified notation 🙂 check it out! arxiv.org/abs/2405.00208
[1/4] Introducing “A Primer on the Inner Workings of Transformer-based Language Models”, a comprehensive survey on interpretability methods and the findings into the functioning of language models they have led to. ArXiv: arxiv.org/pdf/2405.00208
"The LLM would then "wake up" and interact with the aliens on behalf of the human race." That would be the most embarrassing moment for the human race if the best thing we can build to show off to aliens is a LLM. We should wait to send out more advanced AI systems.
Clearly LLMs must one day run in Space Step 1 we harden llm.c to pass the NASA code standards and style guides, certifying that the code is super safe, safe enough to run in Space. en.wikipedia.org/wiki/The_Power… (see the linked PDF) LLM training/inference in principle should be super…
Hi all! I'll be @iclr_conf in Vienna next week! I'd love to discuss with people working on evaluation, especially if 1) you're creating cool new datasets 2) you're looking at contamination Feel free to also come talk to me about NLP or HF more generally. I'll have a 🤗 pin!
My kids do it the same. Hope they won't ask 250 bucks per folded shirt...
$250 robot arms that can fold clothes [🤖 Alexander Koch]
I missed the first birthday of the little book! fleuret.org/lbdl 580k+ downloads in a year, it seems to stabilize around ~400 downloads per day now, 3500+ physical copies sold. I am happy, people seems to be happy, everybody is happy!
"The Little Book of Deep Learning" Consider this as a beta version rough on the edges. Comments are welcome. fleuret.org/public/lbdl.pdf @unige_en @sciences_UNIGE
If you are interested to learn more about Multi-Agent Collaboration (mentioned by @AndrewYNg) from a learning point of view, feel free to also check this - A Review of Cooperation in Multi-agent Learning, by @yalidux Yali Du,@jzl86 Joel Z Leibo, et. al., arxiv.org/html/2312.0516…
Multi-agent collaboration has emerged as a key AI agentic design pattern. Given a complex task like writing software, a multi-agent approach would break down the task into subtasks to be executed by different roles -- such as a software engineer, product manager, designer, QA…
New 📜: *Debating with More Persuasive LLMs Leads to More Truthful Answers*. Large-scale work led by @akbirkhan @McHughes288 & @danvalentine256: we find #debate between more knowledgeable models helps less knowledgeable models answer q's w/o ground-truth arxiv.org/abs/2402.06782
My second @iclr_conf blog post is on Bayesian Model Selection, the Marginal Likelihood, Cross-Validation, and Conditional Log Marginal Likelihood. It's simple but also insightful 🤗 This is not the post from two years ago but a more general critique 😅 Let's dive in a bit: 1/
Interested in humans, feedback, or both? Come say hi! 👋
I'm looking forward to presenting this at @iclr_conf in Vienna next week! 🇦🇹 If you'd like to discuss the paper, human feedback, discrete representations for NLP or @cohere come and find me and @max_nlp in poster session #3 on Wednesday @ 0945h local time! 🎉
We were honored to have @ashrewards, @jparkerholder and @YugeTen from @GoogleDeepMind's Open-Endedness Team presenting their foundation world model Genie at @ai_ucl Video available on our YouTube channel: youtu.be/vs5a2JTy0K0
I see that most of the people liking this tweet have unusual names. We understand each other lol. Let's organize and riot 😅
I will never understand why people would send an email to somebody and have that person's name written wrong. It tells me how inconsiderate of a person you are. It's an email. You don't have 15 seconds to check how the name is written and use that???????? FYI: I ALWAYS check…
Accepted at #ICML2024 💥💥
📢 New preprint out! Introducing HiGP, a framework unifying graph pooling with hierarchical time series forecasting. Our end-to-end approach allows for clustering and forecasting time series at multiple levels of aggregation. Check it out: arxiv.org/abs/2305.19183
The 3rd Cardiff NLP Workshop is just around the corner, join us! 🔜
The registration period for the 3rd Cardiff NLP Workshop is now open! 📅 Registration deadline: June 5th or until all places are filled. Check out the amazing list of speakers and don't miss it!