Sanmi Koyejo @sanmikoyejo
I lead @stai_research at Stanford. Stanford, CA Joined September 2014-
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We spoke to @BrandoHablando about @NeurIPSConf outstanding paper award winning work ("Are Emergent Abilities of Large Language Models a Mirage?") carried out with co-authors @RylanSchaeffer and @sanmikoyejo aihub.org/2024/04/25/are…
It has come to our attention that our brand is being maliciously used to collect sensitive information, such as passports and transcripts. Black in AI does not offer scholarships.
Stanford University Improving Equity and Access to Non-English Large Language Models hai.stanford.edu/news/improving… @sanmikoyejo
Super excited about the 5th edition of the @DMLRWorkshop at @icmlconf 2024. Stay tuned for the updates! 👇
Super excited about the 5th edition of the @DMLRWorkshop at @icmlconf 2024. Stay tuned for the updates! 👇
Interviewing Prof. @sanmikoyejo for @theafricaiknow_ was an honor. @Stanford, he develops fair ML in healthcare. As Pres. of @black_in_ai, he advocates for Black representation in AI. From fixing gadgets in Lagos to leading AI research: theafricaiknow.org/features/Sanmi… #TAIKinspires
This was published a while ago, but I just noticed it. @theafricaiknow_ Thanks for the interview and profile!
This was published a while ago, but I just noticed it. @theafricaiknow_ Thanks for the interview and profile!
Super excited about our upcoming @icmlconf workshop! Stay tuned for updates 🙌 For details: sites.google.com/view/tf2m
Super excited about our upcoming @icmlconf workshop! Stay tuned for updates 🙌 For details: sites.google.com/view/tf2m
⏰ 26 days until @iclr_conf. 1️⃣ of the many FL 👩🔬 papers there is: "Principled Federated Domain Adapation: Gradient Projection➕Auto-weighting" -- frm @enyij2 @Ybo_Z @sanmikoyejo @UofIllinois @Stanford. Built w/ 🌼 Flower! See you in Austria 🚀 📝 Paper: buff.ly/3vXZVpv
Proxy methods: not just for causal effect estimation! #aistats24 Adapt to domain shifts in an unobserved latent, with either -concept variables -multiple training domains arxiv.org/abs/2403.07442 Tsai @stephenpfohl @walesalaudeen96 @nicole_chiou Kusner @alexdamour @sanmikoyejo
A new report from @sanmikoyejo & @StanfordHAI: The effect of AI on Black Americans, including health: "AI in medical imaging & diagnostics excels at reducing unnecessary deaths, but employing diverse training datasets will be key to ensure equal performance across racial groups."
A new report from @sanmikoyejo & @StanfordHAI: The effect of AI on Black Americans, including health: "AI in medical imaging & diagnostics excels at reducing unnecessary deaths, but employing diverse training datasets will be key to ensure equal performance across racial groups."
New white paper: @StanfordHAI and @black_in_ai join forces to present considerations for @TheBlackCaucus’s policy initiatives by highlighting where AI can exacerbate racial inequalities and where it can benefit Black communities. Read here: hai.stanford.edu/white-paper-ex…
HAI faculty affiliate @sanmikoyejo presented the white paper to @RepHorsford, @RepYvetteClarke, @RepBarbaraLee, @repcleaver at the inaugural @TheBlackCaucus’s AI Policy Series meeting last week & met with Senator @CoryBooker in Washington along w/ @black_in_ai CEO Gelyn Watkins.
Are you at #wsdm and interested in Trustworthy Large Language Models? Come check out my tutorial with @uiuc_aisecure in Room 22B, starting at 8:30 AM.
Are you hiring top AI talent? Here is a list of Ph.D. students affiliated with @StanfordAILab who are on the industry and academic job markets this year! This list showcases diverse research areas and 41% of these graduates are URMs! Check it out: ai.stanford.edu/blog/sail-grad…
[1/3] 🌟 Excited to share our latest work "Rethinking Machine Unlearning for LLMs" on arXiv! 🚀 Check it out: arxiv.org/abs/2402.08787 📢Our mission? To cleanse LLMs of harmful, sensitive, or illegal data influences and refine their capabilities.
the latest draft of our paper is now out, with many new results! arxiv.org/abs/2312.03096
the latest draft of our paper is now out, with many new results! arxiv.org/abs/2312.03096
Today we’re joined by @sanmikoyejo, assistant professor at @Stanford to discuss his award-winning papers: ‘Are Emergent Abilities of Large Language Models a Mirage?’ & 'Comprehensive Assessment of Trustworthiness in GPT Models'. 🎧/📷: twimlai.com/go/671 🔑 takeaways (1/5)
Scaling Laws for Downstream Task Performance of Large Language Models paper page: huggingface.co/papers/2402.04… Scaling laws provide important insights that can guide the design of large language models (LLMs). Existing work has primarily focused on studying scaling laws for…
From Africa to the "World Cup of AI" = NeurIPS! decisiveagents.com/capetocarthage Thanks for a beautiful journey @RihabGrs, @MahjoubOmayma, @ruanjohn, Siddarth Singh, @zazouws and @kbeguir. ❤️ Thanks @sarahookr @sanmikoyejo, @shakir_za for your voice 🙏 I hope it inspires many! 🌍
Very excited to share the paper from my last @GoogleAI internship: Scaling Laws for Downstream Task Performance of LLMs. arxiv.org/pdf/2402.04177… w/ Natalia Ponomareva, @hazimeh_h, Dimitris Paparas, Sergei Vassilvitskii, and @sanmikoyejo 1/6
Talia Ringer 🟣 �.. @TaliaRinger
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Kevin Patrick Murphy @sirbayes
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Danielle Belgrave @DaniCMBelg
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Matthias Gerstgrasser @MGerstgrasser
32 Followers 28 Following I teach AIs to play nice with one another, and sometimes with us humans.
Ricardo Dominguez-Olm.. @rdolmedo_
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ante @ante33277969
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TonyLouis Verberi Est.. @estifo_egziabhr
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Charles Vaske @CharlesVaske
761 Followers 943 Following I work on genomics, but love all of biology and any means to investigate it with math, probability, and computation. He/him/his/they/their.
Afroz Mohiuddin @afrozenator
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Pura Peetathawatchai @poonpura
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Gordon Song @AggieScholar
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Arif Ahmad @arif_ahmad_py
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John Yang @jyangballin
2K Followers 450 Following CS/NLP MS student @princeton_nlp Previously @Berkeley_EECS
Data Queen @ChisomChibuike_
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Yunji Park @ypark246
563 Followers 742 Following Postdoc @StanfordMed studying how educational experience shapes the brain/cognitive development. @UWMadison Alum.
Leonce B. Ano, PMP, M.. @Leonceano
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NdiagsPositiveVibes�.. @Whiite_shaadow
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Huy Tran @huytransformer
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Krishna Sri Ipsit Man.. @SriIpsit
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Kunvar Thaman @firstuserhere
221 Followers 641 Following Taking apart neural networks and putting them back together for a living Social profiles: https://t.co/OxoeMvCw3a
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Shiguang Wu @shiguang_wu
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Young @younqchan
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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).
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Pablo Samuel Castro @pcastr
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Max Welling @wellingmax
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Christoph Lippert @LippertChr
1K Followers 5K Following Professor of Digital Health & Machine Learning @ Hasso Plattner Institute and Uni Potsdam.
Together AI @togethercompute
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5K Followers 841 Following Building an AI supercomputer out of spare internet parts. Founder, CEO @togethercompute
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Stanford Trustworthy .. @stai_research
135 Followers 47 Following A research group in @StanfordAILab researching AI Capabilities, Trust and Safety, Equity and Reliability Website: https://t.co/CgOHvNHL4x
Subbarao Kambhampati .. @rao2z
16K Followers 29 Following AI researcher & teacher @SCAI_ASU. Works on Human-Aware AI. Former President of @RealAAAI; Chair of @AAAS Sec T. Here to tweach #AI. YouTube Ch: https://t.co/4beUPOmMW6
Stanford HAI @StanfordHAI
86K Followers 559 Following The official account of the @Stanford Institute for Human-Centered AI, advancing AI research, education, policy, and practice to improve the human condition.
Angèle Christin @AngeleChristin
6K Followers 2K Following Not here much these days. Ethnography, algorithms, and organizations. Also influencer things ✨ Assoc Prof of Comm @Stanford
Fei-Fei Li @drfeifei
456K Followers 1K Following Prof (CS @Stanford), Co-Director @StanfordHAI, CoFounder/Chair @ai4allorg, Researcher #AI #computervision #ML AI+healthcare
Sen. Cory Booker @SenBooker
195K Followers 5K Following Proudly serving the people of New Jersey in the U.S. Senate. Newark resident. Trekkie 🖖🏽. Always reminding folks that "Cory" is one letter off from "corny."
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1K Followers 583 Following Postdoc at @StanfordHAI, Incoming assistant prof at @UMichCSE in 2024, PhD @MIT_CSAIL | HCI, Social Computing
Berivan Isik @BerivanISIK
3K Followers 2K Following PhD @StanfordAILab. Scalable & trustworthy ML, transfer learning, language models, federated learning, privacy | prev: @Google @AWSCloud @VectorInst
Tristan Naumann @TristanNaumann
755 Followers 103 Following
Tatsunori Hashimoto @tatsu_hashimoto
6K Followers 202 Following Assistant Prof at Stanford CS, member of @stanfordnlp and statsml groups; Formerly at Microsoft / postdoc at Stanford CS / Stats.
Olawale Salaudeen @walesalaudeen96
79 Followers 142 Following PhD Student in Computer Science at The University of Illinois at Urbana-Champaign. Causality and Machine Learning. Opinions are my own.
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603 Followers 790 Following Statistician, Dept. of Statistics and Data Science at the Hebrew University.
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59K Followers 2K Following Professor: CMU/@acmi_lab, CTO / CSO: @AbridgeHQ, Creator: @d2l_ai & https://t.co/QQt98VNLUp, Relapsing 🎷
Shalmali Joshi @shalmali_joshi_
782 Followers 730 Following Assistant Professor, Columbia University. Machine Learning for Health @ColumbiaDBMI. Previously Harvard University, Vector Institute, UT Austin
Stephen Pfohl @stephenpfohl
1K Followers 2K Following Research Scientist at Google. Prev Stanford Biomedical Informatics PhD. Researching #fairness #transparency #causality #healthcare #healthequity
Dr. Elaine Okanye Nso.. @ensoesie
3K Followers 428 Following Associate Prof @BUSPH | Past: @AntiracismCtr, AIM-AHEAD @NIHDataScience | Made in #Cameroon @ensoesie on IG
Hsuan-Tien Lin @hsuantienlin
1K Followers 589 Following Professor in Dept of CSIE at National Taiwan U as well as Chief Data Science Consultant with @GoAppier
Brando Miranda @BrandoHablando
764 Followers 579 Following CS Ph.D. @Stanford, researching data quality, foundation models, and ML for Theorem Proving. Prev: @MIT, @MIT_CBMM, @IllinoisCS, @IBM. Opinions are mine. 🇲🇽
Rylan Schaeffer @RylanSchaeffer
3K Followers 979 Following CS PhD student with @sanmikoyejo at @stai_research @StanfordAILab
Matei Zaharia @matei_zaharia
39K Followers 1K Following CTO at @Databricks and CS prof at @UCBerkeley. Working on data+AI, including @ApacheSpark, @DeltaLakeOSS, @MLflow, https://t.co/94gROE5Xa0. https://t.co/nmRYAKG0LZ
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69K Followers 384 Following Asst Prof of CS & EE @Stanford. PhD from @Berkeley_EECS, EECS BS from @MIT
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194 Followers 339 Following Dancer, finance/ops professional, teacher, advisor. Interests: education, startups, business strategy, social innovation, & economic empowerment@sanmikoyejo @RylanSchaeffer Picture credit to my generous colleague @MGerstgrasser -- took many shots before getting that picture! LinkedIn post: linkedin.com/posts/brando-m… 3/2
Extremely grateful for the opportunity to work with awesome, smart people like my advisor @sanmikoyejo and colleague @RylanSchaeffer . Always learning so much from both of you. 2/2
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
We spoke to @BrandoHablando about @NeurIPSConf outstanding paper award winning work ("Are Emergent Abilities of Large Language Models a Mirage?") carried out with co-authors @RylanSchaeffer and @sanmikoyejo aihub.org/2024/04/25/are…
Muyinatu A. Lediju Bell is a biomedical engineer at @JohnsHopkins. Bell has developed groundbreaking techniques that are transforming the utility of medical imaging, especially in ultrasound and photoacoustic imaging, by harnessing the power of light and sound to improve…
Stanford University Improving Equity and Access to Non-English Large Language Models hai.stanford.edu/news/improving… @sanmikoyejo
Super excited about the 5th edition of the @DMLRWorkshop at @icmlconf 2024. Stay tuned for the updates! 👇
We are thrilled to announce that the #DMLRWorkshop on "Datasets for Foundation Models" will take place at the @icmlconf in July! This marks the 5th edition of our #DMLR workshop series! Join the DMLR community at discord.gg/bwH8NvtX
Interviewing Prof. @sanmikoyejo for @theafricaiknow_ was an honor. @Stanford, he develops fair ML in healthcare. As Pres. of @black_in_ai, he advocates for Black representation in AI. From fixing gadgets in Lagos to leading AI research: theafricaiknow.org/features/Sanmi… #TAIKinspires
Previously, he held the position of Associate Professor in the Department of Computer Science at the University of Illinois at Urbana-Champaign. Read full article: buff.ly/3xcUGTi
Super excited about our upcoming @icmlconf workshop! Stay tuned for updates 🙌 For details: sites.google.com/view/tf2m
We are happy to announce that the Workshop on Theoretical Foundations of Foundation Models will take place @icmlconf in Vienna! For details: sites.google.com/view/tf2m Organizers: @BerivanISIK, @SZiteng, @BanghuaZ, @eaboix, @nmervegurel, @uiuc_aisecure, @abeirami, @sanmikoyejo
⏰ 26 days until @iclr_conf. 1️⃣ of the many FL 👩🔬 papers there is: "Principled Federated Domain Adapation: Gradient Projection➕Auto-weighting" -- frm @enyij2 @Ybo_Z @sanmikoyejo @UofIllinois @Stanford. Built w/ 🌼 Flower! See you in Austria 🚀 📝 Paper: buff.ly/3vXZVpv
🚨 Paper alert!🚨 We show how enabling users to moderate misinformation can be deployed everywhere on the web, in a platform-agnostic manner and without support from the social platforms or individual web sites arxiv.org/pdf/2403.11485… #CHI24 with @karger 🧵
Excited to share new work on surfacing health equity-related biases in LLMs. We design rubrics covering 6 dimensions of bias, release EquityMedQA, a collection of 7 adversarial datasets, and conduct a large-scale human evaluation study with Med-PaLM 2. arxiv.org/abs/2403.12025
Proxy methods: not just for causal effect estimation! #aistats24 Adapt to domain shifts in an unobserved latent, with either -concept variables -multiple training domains arxiv.org/abs/2403.07442 Tsai @stephenpfohl @walesalaudeen96 @nicole_chiou Kusner @alexdamour @sanmikoyejo
When we get to AGI, it will have come slowly, not overnight. A NeurIPS Outstanding Paper award recipient, Are Emergent Abilities of Large Language Models a Mirage? (by @RylanSchaeffer, @BrandoHablando, @sanmikoyejo) studies emergent properties of LLMs, and concludes: "...…
Sharing a fun weekend hack: - closed models (GPT-4, Claude 3) are powerful but untrusted for sensitive inputs - bunch of open LLMs around (Mixtral, Gemma) but not as smart - can we anonymize inputs to GPT-4 w/ a small, open LLM run locally on your MacBook? 🧵some thoughts below:
A new report from @sanmikoyejo & @StanfordHAI: The effect of AI on Black Americans, including health: "AI in medical imaging & diagnostics excels at reducing unnecessary deaths, but employing diverse training datasets will be key to ensure equal performance across racial groups."
New white paper: @StanfordHAI and @black_in_ai join forces to present considerations for @TheBlackCaucus’s policy initiatives by highlighting where AI can exacerbate racial inequalities and where it can benefit Black communities. Read here: hai.stanford.edu/white-paper-ex…
New white paper: @StanfordHAI and @black_in_ai join forces to present considerations for @TheBlackCaucus’s policy initiatives by highlighting where AI can exacerbate racial inequalities and where it can benefit Black communities. Read here: hai.stanford.edu/white-paper-ex…
HAI faculty affiliate @sanmikoyejo presented the white paper to @RepHorsford, @RepYvetteClarke, @RepBarbaraLee, @repcleaver at the inaugural @TheBlackCaucus’s AI Policy Series meeting last week & met with Senator @CoryBooker in Washington along w/ @black_in_ai CEO Gelyn Watkins.
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