Swami Sankaranarayanan @swamiviv1
Postdoc at CSAIL, MIT. Working on fundamental machine learning problems with relevance to safety critical applications. people.csail.mit.edu/swamiviv New York, NY Joined May 2010-
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📢Please RT!📢 I'm recruiting a postdoc to work on Editing and Debiasing LLMs at @UVA in collaboration with @StevenLJohnson (UVA) and @MaartenSap (CMU)! More info on my website: tomhartvigsen.com/join Come chat with me about this at #NeurIPS2023!
📢Please RT!📢 I'm recruiting a postdoc to work on Editing and Debiasing LLMs at @UVA in collaboration with @StevenLJohnson (UVA) and @MaartenSap (CMU)! More info on my website: tomhartvigsen.com/join Come chat with me about this at #NeurIPS2023!
Personalized models often use group attributes like sex/age/race. In our latest w @berkustun @MarzyehGhassemi, we show how personalization can lead to worsenalization by reducing performance for some groups PDF bit.ly/43yump #ICML23 Oral bit.ly/3Kck7rQ
I will be at @icmlconf next week. Happy to chat about building responsible generative AI. 1. I'm organizing the workshop on Generative AI deployment, we have exciting content. 2. Starting this Fall, I'll be joining the AI ethics team @SonyAI_global. Excited about this journey!
As generative AI models get large, we need to deploy them with increased efficiency and transparency, WITHOUT updating these giant models. GRACE is a first step in this direction; the result of an amazing collaboration! Do check out our paper and code! @trustworthy_ml
As generative AI models get large, we need to deploy them with increased efficiency and transparency, WITHOUT updating these giant models. GRACE is a first step in this direction; the result of an amazing collaboration! Do check out our paper and code! @trustworthy_ml
📢 ICML'23 workshop Deadline extended! 📢 Name: Challenges in Deployable Generative AI Deadline: M̶a̶y̶ ̶1̶9̶t̶h̶ May 26th, 2023 (AoE) CFP: tinyurl.com/deployinggener…
Join us at ICML'23 to discuss deployment challenges for Generative AI with this amazing set of invited speakers! CFP: tinyurl.com/deployinggener… Deadline: May 19th, 2023 Anywhere on Earth (AoE) Notifications: June 23rd, 2023 Workshop date: July 28, 2023
CFP is out for our workshop!! Exciting speaker list coming up soon. Please submit and join us at Hawaii!! Note: We'll try our best to expedite reviews for folks who need a VISA!
CFP is out for our workshop!! Exciting speaker list coming up soon. Please submit and join us at Hawaii!! Note: We'll try our best to expedite reviews for folks who need a VISA!
We need more nuanced discussions around the risk of open sourcing models. Open source brings valuable access, but it is absurd to ignore the fact that it lowers the barriers to entry for both useful use cases and potential misuse.
Interested in conformal prediction after Emmanuel Candès’ NeurIPS keynote? Check out the Gentle Introduction to Conformal Prediction! arxiv.org/pdf/2107.07511… Practical explanations ✅ Code ✅ Real-data examples ✅ Learn to put rigorous UQ on your AI/ML/DL algorithm!
Super excited about this work - Using conformal prediction and GANs to meaningfully communicate uncertainty! @ml_angelopoulos @stats_stephen @yaniv_romano @phillip_isola Presenting in-person at #NeurIPS2022, Thursday @ 4pm.
Super excited about this work - Using conformal prediction and GANs to meaningfully communicate uncertainty! @ml_angelopoulos @stats_stephen @yaniv_romano @phillip_isola Presenting in-person at #NeurIPS2022, Thursday @ 4pm.
🚨 I am on the faculty job market! 🚨 • How to make AI/ML more trustworthy for critical applications? Specific interest in generative models. • Recent work on Uncertainty estimation at #Neurips2022. DM to chat! • Thanks @phillip_isola and @MarzyehGhassemi for the mentorship!
“Semantic uncertainty intervals for disentangled latent spaces” Conformal GANs are pure magic 🪄 @ml_angelopoulos @stats_stephen @yaniv_romano #conformalprediction #machinelearning #computervision #deeplearning
MIT CSAIL @MIT_CSAIL
298K Followers 22K Following MIT's Computer Science & Artificial Intelligence Laboratory (CSAIL). Media Inquiries: [email protected]
Anastasios Nikolas An.. @ml_angelopoulos
3K Followers 785 Following @Berkeley_EECS Ph.D. with Mike Jordan/Jitendra Malik. Conformal prediction, distribution-free uncertainty quantification, vision/imaging. Former @stanford_ee.
Phillip Isola @phillip_isola
13K Followers 156 Following Associate Professor in EECS at MIT, trying to understand the science of intelligence.
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).
Valeriy M., PhD, MBA,.. @predict_addict
17K Followers 3K Following PhD in machine learning | conformal prediction | time-series | author of bestselling Practical Guide to Applied Conformal-Prediction https://t.co/ugR9TtXd29
Divya Shanmugam @dmshanmugam
960 Followers 726 Following typing enthusiast (and PhD student @MIT_CSAIL)
Vinith M Suriyakumar @VMSuriyakumar
481 Followers 459 Following PhD Student @MITEECS | Fairness, Copyright/IP, and Privacy in Machine Learning | Previously @GoogleAI, @UofT (he/him)
Kevin Frans @kvfrans
2K Followers 420 Following @berkeley_ai prev mit, read my thoughts: https://t.co/7CZsOTsiH8
David Stutz @davidstutz92
3K Followers 1K Following Research scientist @DeepMind working on robust and safe AI, previously @maxplanckpress, views my own.
Akarsh Kumar @akarshkumar0101
562 Followers 1K Following PhD Student @MIT_CSAIL. RL, Open-Endedness, Meta-Learning, ALife.
ssyja232havjrx @zwsfypnrkp
1 Followers 478 Following
Shabdhaswamiji @Francis72035738
1K Followers 6K Following
Tanmoy Mukherjee @langer_han
659 Followers 2K Following Senior researcher imec.Avid reader. Interested in ML/Explainability/Interpretability/CV
Traci @sasso_traci
183 Followers 3K Following
Adam @orientalfun
63 Followers 1K Following
Shokoof @Shokoof6
12 Followers 405 Following
Burny — Effective O.. @burny_tech
14K Followers 6K Following Transhuman engineer in singularity! Lover of AI & omnidisciplionary metamathemagics! Shapeshifting metafluid! Hypercuriousia! Omniperspectivity! Freedom 4 all!
Ali Raza @Aliraza32743112
342 Followers 5K Following RF Optimization||SQL||Python||Data Analyst||ML Engineer
Themis AI @Themis_AI
168 Followers 107 Following Make any model Uncertainty-Aware @MIT_CSAIL spin-off
Angelita @FranciscoG496
89 Followers 936 Following El secreto de la inversión es calcular el valor de algo y luego pagar mucho menos”.
Mateo Espinosa Zarlen.. @mateoespinosaz
93 Followers 457 Following PhD Candidate @Cambridge_Uni | Concept-based XAI | @Gates_Cambridge Scholar | 🇪🇨
ArthurArtichoke @ArtichokeArthur
175 Followers 1K Following
JAEHYEONG_KIM @jhk40160806
846 Followers 5K Following If My brain ideas + great Scientists meet, I and Scientists make New things there ; if My brain ideas can link(implant) Neuro amid AI quantum(QuBits) ... 📩
Symmethes @symmethes24004
30 Followers 3K Following “Working from the heart with passion is an art!”
Eleonora.Chiarella @Ele_Chiarella
1K Followers 3K Following Specialist Producer @SkyNews looking at #tech, #science and #climatechange | Ex Foreign News Editor @SkyNews | @ForbesUnder30 | Get in touch !
Disha Sharma @drdishasharma
910 Followers 5K Following Postdoc at @Stanford University, using Multi-omics data to understand Cardiovascular disorders, Ph.D. from @IGIBsocial, Exploring Life!
coolkid @coolkid38553472
21 Followers 2K Following
Vidhi Lalchand @VRLalchand
1K Followers 1K Following Eric and Wendy Schmidt Center Postdoctoral fellow @Schmidt_Center @broadinstitute @MIT PhD @CambridgeMLG @Cambridge_Uni 🇺🇲 via 🇬🇧 & 🇮🇳
Yusuke Hirota @hirota_yusuke
115 Followers 219 Following 2nd year PhD student at @ids_ou. Interested in fairness in Vision and Language.
Siddharth K Kumar @siddkk
209 Followers 643 Following An aggie keeping Austin and Twitter weird by posting gibberish. Occasionally tweet about sports, tech and food in no particular order.
Shoaib Meraj Sami @shoaib_sami
184 Followers 4K Following PhD student @WVU. https://t.co/QdrtnGI97X and https://t.co/F02MGln8Xk @BUET . Former Engineer @Nuclear Power Plant Company Bangladesh Limited
Yu Tian @yutian0207
174 Followers 329 Following Postdoctoral Research Fellow @Harvard. Previously PhD @TheAIML @UniofAdelaide.
Niranjan @yagna_sniranjan
135 Followers 203 Following Yagnavalkya parama gurubyo namaha | Bharat vasi
Antonio Alvarez de la.. @antadlp
419 Followers 3K Following PhD Candidate at @iimunam || molecular dynamics, ab-initio and machine learning (he/him)
Rohan Alur @rohanalur
152 Followers 231 Following PhD student @MITEECS. Interested in machine learning, causal inference and human/AI interaction.
AN @trailinga
49 Followers 5K Following shankaro shankarah sakshat | vyaso narayano hari | ubhayor madhya vivadhe | kim karothi kinkaramyaham
Hejie Cui @HennyJieCC
1K Followers 1K Following CS PhD Student @EmoryUniversity; EECS Rising Star; Research intern @MSFTResearch, @AmazonScience; #AI4Health #multimodality #graph #machinelearning; She/her
Mitchell Parker, PhD @Mitch_P
694 Followers 2K Following Incoming @MSK_RadOnc ☢️ | MD-PhD Candidate @DrexelMedicine @FoxChaseCancer 🩺 | Co-Founder @healthuniverse_ 🛸 | AI/ML in Medicine 🖥️ | #GirlDad 🌸
Caglar Gulcehre @caglarml
4K Followers 1K Following ML Researcher Prof @ EPFL, PI @ CLAIRE lab Ex: Staff Research Scientist @ Deepmind, MSR, IBM Research Follow me on Mastodon: https://t.co/LZ5sWt7Asj
Drew Prinster @DrewPrinster
159 Followers 315 Following CS PhD student at Johns Hopkins University. Trustworthy ML for healthcare & high-stakes apps via uncertainty quant. & human-machine teaming. Previously at Yale.
Adrian Valente @lowrank_adrian
1K Followers 2K Following I'm a small dynamical system, trying to make sense of a bigger dynamical system. Previously Phd student with @srdjan_ostojic, in search of a new home.
Shoaib Meraj Sami @ShoaibMerajSami
148 Followers 1K Following Phd Student @WVU. MSc and BSc @BUET. Former Engineer @Nuclear Power Plant Company Bangladesh Limited.
Anurag Choubey @AnuragC88912345
29 Followers 612 Following I am making a living for my experiences, Retweets generally mean I approve of it.
Célia Wafa AYAD @WafaCelia
1 Followers 317 Following PhD Candidate in Machine learning at @polytechnique
Nikhil Reddy @nikhil_reddy_cs
260 Followers 5K Following Ph.D student at the University of Queensland IIT Delhi Research Academy | Research areas: Data science, Computer vision
Ruchit Rawal @RawalRuchit
315 Followers 3K Following ML Robustness & Computational Neuroscience | Research Intern @\MPI-SWS 🇩🇪 | Past: IISc & NSIT, India 🇮🇳
Joyanta J. Mondal @LePotatoGuy_
96 Followers 1K Following Professionally Clueless (Read PhD Student) at @UAB_CAS | LLM Security & Privacy | INTJ-T, 5w6 🇧🇩
Ramith Hettiarachchi @ramith__
895 Followers 4K Following Visiting Scientist @MIT, Post-Bac Fellow @Harvard Interested in ML for science while striving for trustworthiness Ex: @ENTC_UOM 🇱🇰 @CSIRO 🇦🇺 @RotaractMora
Yann LeCun @ylecun
712K Followers 719 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
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
MIT CSAIL @MIT_CSAIL
298K Followers 22K Following MIT's Computer Science & Artificial Intelligence Laboratory (CSAIL). Media Inquiries: [email protected]
Andrej Karpathy @karpathy
980K Followers 905 Following 🧑🍳. Previously Director of AI @ Tesla, founding team @ OpenAI, CS231n/PhD @ Stanford. I like to train large deep neural nets 🧠🤖💥
Anastasios Nikolas An.. @ml_angelopoulos
3K Followers 785 Following @Berkeley_EECS Ph.D. with Mike Jordan/Jitendra Malik. Conformal prediction, distribution-free uncertainty quantification, vision/imaging. Former @stanford_ee.
Christoph Molnar @ChristophMolnar
30K Followers 1K Following Author of Interpretable Machine Learning https://t.co/gJKlTA2deP | Newsletter: https://t.co/6fQuMr8yI8
Jia-Bin Huang @jbhuang0604
51K Followers 285 Following Associate Professor @umdcs; Part-time Research Scientist @Meta. I like pixels.
Phillip Isola @phillip_isola
13K Followers 156 Following Associate Professor in EECS at MIT, trying to understand the science of intelligence.
Gautam Kamath @thegautamkamath
44K Followers 507 Following Assistant Prof of CS @UWaterloo, Faculty @VectorInst, Canada @CIFAR_News AI Chair. Co-EiC @TmlrOrg. I lead @TheSalonML. Privacy, robustness, machine learning.
Zachary Lipton @zacharylipton
59K Followers 2K Following Professor: CMU/@acmi_lab, CTO / CSO: @AbridgeHQ, Creator: @d2l_ai & https://t.co/QQt98VNLUp, Relapsing 🎷
Aleksander Madry @aleks_madry
31K Followers 166 Following Head of Preparedness at OpenAI and MIT faculty (on leave). Working on making AI more reliable and safe, as well as on AI having a positive impact on society.
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).
Pranav Rajpurkar @pranavrajpurkar
21K Followers 715 Following Professor at Harvard | Medical Artificial Intelligence | https://t.co/Z6tBGoluEG
Thomas G. Dietterich @tdietterich
51K Followers 506 Following Distinguished Professor (Emeritus), Oregon State Univ.; Former President, Assoc. for the Adv. of Artificial Intelligence; Robust AI & Comput. Sustainability
Dustin Tran @dustinvtran
40K Followers 649 Following Research Scientist at Google DeepMind. I lead evaluation at Gemini / Bard. AI, Bayesian statistics, deep learning.
𝙷𝚒𝚖𝚊 𝙻.. @hima_lakkaraju
16K Followers 836 Following Professor @Harvard; PI @ai4life_harvard; Co-founder @trustworthy_ml; #AI #ML #Safety; Stanford PhD; MIT @techreview #35InnovatorsUnder35
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.
Rosanne Liu @savvyRL
33K Followers 968 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/IbycyGfnDR
Valeriy M., PhD, MBA,.. @predict_addict
17K Followers 3K Following PhD in machine learning | conformal prediction | time-series | author of bestselling Practical Guide to Applied Conformal-Prediction https://t.co/ugR9TtXd29
Samuel Marks @saprmarks
713 Followers 79 Following Postdoc studying interpretability for AI safety under @davidbau. PhD in math from @harvard. Previously director of technical programs at https://t.co/FxRv4QgERO.
Cameron Ponsonby @cameronponsonby
5K Followers 569 Following Freelancer hopping about. Stuff at @ESPNcricinfo and other places. Award nominated by the ECB, FWA and BJTC. Didn't win.
Mia Hoffmann @mia_hoffmann_
226 Followers 523 Following Research Fellow @CSETGeorgetown focusing on AI harms and assessment | former researcher @Bruegel_org examining AI and the future of work. Views are my own.
Geoffrey Irving @geoffreyirving
8K Followers 259 Following Research Director at the UK AI Safety Institute (AISI). Previously DeepMind, OpenAI, Google Brain, etc. @[email protected]
Neerav @nirav_karani
399 Followers 346 Following postdoc @MIT_CSAIL developing machine learning methods for computer vision in healthcare.
Hyewon Jeong @HyewonMandyJ
340 Followers 687 Following Ph.D. Student, @MIT_CSAIL EECS., Medical Doctor (M.D., M.S.) studying Machine Learning for Healthcare
Elizabeth Bondi-Kelly @BondiElizabeth
1K Followers 151 Following Assistant professor @UMichCSE. Former postdoc @MIT_CSAIL. @hseas PhD. Founder of @TryAIOrg. Research in #AIforGood. @[email protected]
DC Police Department @DCPoliceDept
287K Followers 478 Following Updates & prelim info on active incidents & upcoming events. Will not reply instantly or in real time. Call 911 for emergencies.
Leonardo @Leonardonclt
2K Followers 1K Following Visual investigations at @BBGVisualData @business. Creator of https://t.co/z93KsZ9B4o Opinions are my own.
Mitchell Parker, PhD @Mitch_P
694 Followers 2K Following Incoming @MSK_RadOnc ☢️ | MD-PhD Candidate @DrexelMedicine @FoxChaseCancer 🩺 | Co-Founder @healthuniverse_ 🛸 | AI/ML in Medicine 🖥️ | #GirlDad 🌸
Divyansh Kaushik @dkaushik96
4K Followers 3K Following Emerging tech and national security. DC/PGH. “An imported Indian immigrant,” @BreitbartNews.
Caglar Gulcehre @caglarml
4K Followers 1K Following ML Researcher Prof @ EPFL, PI @ CLAIRE lab Ex: Staff Research Scientist @ Deepmind, MSR, IBM Research Follow me on Mastodon: https://t.co/LZ5sWt7Asj
Drew Prinster @DrewPrinster
159 Followers 315 Following CS PhD student at Johns Hopkins University. Trustworthy ML for healthcare & high-stakes apps via uncertainty quant. & human-machine teaming. Previously at Yale.
Vinith M Suriyakumar @VMSuriyakumar
481 Followers 459 Following PhD Student @MITEECS | Fairness, Copyright/IP, and Privacy in Machine Learning | Previously @GoogleAI, @UofT (he/him)
Ajeya Cotra @ajeya_cotra
6K Followers 286 Following AI could get really powerful soon and I worry we're underprepared. Analysis+grantmaking in AI alignment @open_phil (views my own), editor+writer @plannedobs.
Matthew McDermott @MattBMcDermott
789 Followers 474 Following Berkowitz Postdoctoral Fellow at @HarvardDBMI; On the academic job market for Fall 2024
Suchi Saria @suchisaria
15K Followers 501 Following AI prof/Endowed Chair @JohnsHopkins, Foundr @BayesianHealth, investor 15+ AI startups, ex-Stanford AI, MIT TR35, Sloan, @wef YGL, @darpa AI safety & Health AI
Vinyas Harish @VinyasHarish
2K Followers 5K Following MD/PhD(c) @uoftmedicine @UofT_dlsph @VectorInst @TorontoSRI @UofT_TCAIREM @FIRST60_resus | AI/ML+epi+emergencies 🌎 🚑 | Prev. @hellobluedot | Optimist.
Taylor W. Killian @tw_killian
2K Followers 768 Following #ML4H research @UofT/@VectorInst interested in Decision Making & Transfer Learning, visiting @MIT // @BYU '13; @Harvard '17
Hamid Palangi @hmd_palangi
734 Followers 687 Following Principal Researcher @MSFTResearch, Affiliate Associate Professor @UW
Kimia Hamidieh @kimiahmdh
137 Followers 129 Following PhD student at @MIT_CSAIL, previously @UofT/@VectorInst
Eric Chu @its_ericchu
2K Followers 793 Following Research scientist @ Google DeepMind. AI reasoning + alignment/safety to help humans. Gemini, Bard, PaLM 2. Prev PhD @ MIT.
Stephanie Fu @xkungfu
444 Followers 185 Following PhD student @berkeley_ai | studying computer vision and intelligence | Previous: CS + Music @MIT
Alice Xiang @alicexiang
1K Followers 129 Following Global Head of AI Ethics (VP, Sony Group) & Lead Research Scientist (Sony AI) | Views are my own
Stephen Ra @stephenrra
3K Followers 495 Following Director & Founding Team @PrescientDesign • @genentech Prev: Head of ML @Pfizer, @Columbia, @Cornell
Sasha Luccioni, PhD �.. @SashaMTL
19K Followers 4K Following AI & Climate @HuggingFace, Board Member of @WiMLworkshop and @ClimateChangeAI. @techreview 35 Innovators under 35, @TEDTalks speaker. She/her/Dr/ 🦋
Anqi (Angie) Liu @anqi_liu33
1K Followers 450 Following Assistant Professor at CS Department of Johns Hopkins University @JHUCompSci
Daniel Khashabi 🕊�.. @DanielKhashabi
2K Followers 826 Following I play with intuitions and data. Now: @jhuclsp @jhucompsci Past: @allen_ai @uwnlp @Penn @cogcomp, @Illinois_Alma, @MSFTResearch He/Him
Yuzhe Yang @yang_yuzhe
940 Followers 234 Following On the academic job market 2023-24! PhD student @MIT_CSAIL. Prev: BS @PKU1898, Intern @GoogleAI. Trustworthy ML, AI for Health & Medicine.
Katie Link @katieelink
6K Followers 907 Following Machine learning for health. Previously @huggingface, @nyulangone, @Google @theteamatx. Views my own.
Sabrina Osmany @SabrinaOsmany
330 Followers 628 Following Generative AI Research, PhD @HarvardUniversity.
Seungwook Han @seungwookh
105 Followers 291 Following phd student @MIT_CSAIL, prev @MITIBMLab @columbia
OpenAI @OpenAI
3.5M Followers 0 Following OpenAI’s mission is to ensure that artificial general intelligence benefits all of humanity. We’re hiring: https://t.co/dJGr6LgzPA
Aviv Ovadya 🥦 @metaviv
9K Followers 1K Following Ensuring democratic capacity can keep pace with AI advances 📧 Email: [email protected] Harvard BKC, GovAI, newDemocracy ➡️ https://t.co/KMmV46ydah @[email protected]
Camille Bilodeau @clbilodeau
1K Followers 951 Following Assistant Professor @UVA ChemE | Postdoc @MIT | PhD @RPI | Solving molecular design problems using deep learning and molecular modeling
Stanislav Fort ✨�.. @stanislavfort
10K Followers 6K Following AI @GoogleDeepMind | Stanford PhD in AI & Cambridge physics | ex-{Anthropic, Stability, Google Brain} | techno-optimism+alignment+progress+growth 🇺🇸🇨🇿
Berk Ustun @berkustun
3K Followers 963 Following Assistant Prof @HDSIUCSD. I work on fairness and interpretability in ML. Previously @GoogleAI @Harvard @MIT @UCBerkeley🇨🇭🇹🇷
Noah Jones @noahcjones
229 Followers 1K Following Ph.D Candidate @MIT | Affective Computing. Interested in reliable machine learning and multimodal transfer learning for healthcare applications.
Hammaad Adam @hammaadadam1
258 Followers 206 Following PhD candidate at @mitidss. Studying machine learning, healthcare, and systemic inequity.
Leilani sigmoid.socia.. @leilanigilpin
854 Followers 387 Following Assistant prof at @ucsc in CSE. Works on #xai. Likes coffee, carbs, calendaring, and (cons …). She/her. Views my own. #blackLivesMatter #stopAsianHate
Han Guo @HanGuo97
2K Followers 4K Following PhD Student @LTIatCMU @SCSatCMU | Past: @MITIBMLab @UNCNLP, @SFResearch, @BaiduResearch | Machine Learning, NLP.
Nalini Singh @nalinimsingh
515 Followers 286 Following Postdoc @UCBerkeley working on machine learning for inverse imaging problems.
Cade Metz @CadeMetz
31K Followers 1K Following New York Times reporter, covering A.I., driverless cars, and other changes: [email protected]. My book, "Genius Makers": https://t.co/TJBqNRKR5Q.If you learn a Puli’s a dog breed, you’d correctly infer they’ve got four legs and fur. But when knowledge editors inject facts into LLMs, do they generalize too? Using our new TAXI dataset, we find editors indeed generalize, but way worse than people arxiv.org/abs/2404.15004
Our computer vision textbook is released! Foundations of Computer Vision with Antonio Torralba and Bill Freeman mitpress.mit.edu/9780262048972/… It’s been in the works for >10 years. Covers everything from linear filters and camera optics to diffusion models and radiance fields. 1/4
🔥🔥🔥
Less than 24 hours after release, C4AI Command-R claims the #1 spot on the Hugging Face leaderboard! We launched with the goal of making generative AI breakthroughs accessible to the research community - so exciting to see such a positive response. 🔥 huggingface.co/CohereForAI/c4…
New paper! 🚨 arxiv.org/abs/2402.01139 Online conformal w/ guarantees on ✅adversarial sequences (coverage averaged over time) and simultaneously ✅ stochastic ones (converges to true quantile)! A win for conformal in time series! 😁 W/Rina F. Barber & @stats_stephen ! 🩷
Excited to share Flamingo-CXR 🦩, our new research on clinician-AI collaboration 👩⚕️🤝🤖 in chest X-ray report generation. Generally, AI has made progress in “point solutions” identifying diseases, but in practice clinicians use natural language to richly describe many findings…
Excited to talk more about this paper with @tom_hartvigsen, @LindsaySanneman, @swamiviv1,@ZachHarned,@grace_wickerson,@judywawira,@DrLaurenOR, Leo Anthony Celi,@mattlungrenMD,@julie_a_shah,@MarzyehGhassemi on lessons from aviation for Health AI in regulation, safety, & training!
Aviation could help steer regulation of #AI in #Health! @BondiElizabeth points out main aspects of #AI’s potential for positive societal impacts: news.mit.edu/2024/stratosph…
There are *so many* open questions around how we can use LLMs to promote equity- particularly in health! Our new preprint lays out 4 concrete directions. Thanks to Emma for assembling a lovely team of co-authors :')
85% of LLM papers studying equity impacts focus on equity *harms* This is a vital discussion. But equally vital is the more opportunity-focused counterpoint: “what new *opportunities* do LLMs enable that could promote equity?” Our new preprint presents 4 opportunities. 1/3
🌟 Excited to share our latest work "Event-Based Contrastive Learning for Medical Time Series" now available on Arxiv! 📄arxiv.org/pdf/2312.10308…. A big shout out to my amazing co-authors: Nassim, @MattBMcDermott @AparnaBee @payal_chandak @MarzyehGhassemi, and Collin! 🌟
"Are Emergent Abilities of Large Language Models a Mirage?" is a NeurIPS outstanding paper!🙌🏿 Congrats especially to the students @RylanSchaeffer @BrandoHablando & other awardees. If you want to learn more, check out the oral & poster 👇🏿this afternoon (Dec 14) 1/2
**Test of Time** Distributed Representations of Words and Phrases and their Compositionality **Outstanding Main Track Papers** Privacy Auditing with One (1) Training Run Are Emergent Abilities of Large Language Models a Mirage?
⁉️ Uncertainty quantification ☣️ Arbitrary distribution shifts. 🤓 Conformal Prediction. 🎛️ PID Control. The simplest algo-PID control-gives coverage guarantees for any distribution shift! Come see poster #1622 at 10:45am today! Joint w/Candès + Tibshirani See ya there🫡
Interested in uncertainty quantification and how to make conformal prediction sets more practically useful? Come to our poster at #NeurIPS23! 📍Poster #1623 🕙 Thursday 10:45-12:45 w/ @ml_angelopoulos, @stats_stephen, Michael I. Jordan & Ryan Tibshirani arxiv.org/abs/2306.09335
📢Please RT!📢 I'm recruiting a postdoc to work on Editing and Debiasing LLMs at @UVA in collaboration with @StevenLJohnson (UVA) and @MaartenSap (CMU)! More info on my website: tomhartvigsen.com/join Come chat with me about this at #NeurIPS2023!
Looking forward to #NeurIPS2023 and #ML4H2023, let me know if you want to catch up! 📢 I'm also recruiting postdocs/PhD students! And come say hi at some cool posters 🎉 - Continual model editing: Tue, Dec 12 at 10:45 - Explaining big time series models: Thu, Dec 14 at 5:00
Looking forward to #NeurIPS2023 and #ML4H2023, let me know if you want to catch up! 📢 I'm also recruiting postdocs/PhD students! And come say hi at some cool posters 🎉 - Continual model editing: Tue, Dec 12 at 10:45 - Explaining big time series models: Thu, Dec 14 at 5:00
Introducing LQ-LoRA Decomposing pretrained matrices into (fixed) quantized + (trainable) low-rank components enables more aggressive quantization. We can quantize LLaMA-2 70B to 2.5 bits with minimal degradation in instruction-tuning performance. arxiv.org/abs/2311.12023 🧵1/n
Excited to share that our work on prediction-powered inference just came out in Science!
A new statistical framework dubbed “prediction-powered inference” could enable researchers to draw valid and more data-efficient scientific conclusions using datasets enriched with machine-learning predictions. Learn more in Science: scim.ag/4QJ
Tomorrow @POTUS President Biden’s executive order on AI is set to be released. I got to be a part of some of the meetings leading up to it and had a chance to read a document dubbed as early draft. Thrilled to see the administration focusing on this important area. For a…
I'll pushback on this :) When tools that promise to protect user data are deployed, publicized, and get traction, then it isn't just "research as usual" when they are later broken. Data protection is a one-way street! Users whose data failed to be protected don't get a 2nd shot.
So the next time you see the "wait we can break this" pushback, just remember that's how research *works*. It doesn't mean the project should end. It means the opposite: This is a journey. A growing, massive community (you too!) are participating. (7/n)
Introducing COLM (colmweb.org) the Conference on Language Modeling. A new research venue dedicated to the theory, practice, and applications of language models. Submissions: March 15 (it's pronounced "collum" 🕊️)
The RT-X cat is out the bag: today we announced the culmination of a collaboration involving 34 research labs to assemble the most diverse robotic manipulation dataset. Remarkably, this led to a single model (based on RT-2) that can control robots all over the world! A🧵w/ links:
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