Aaron Roth @Aaroth
CS professor at Penn. Amazon Scholar at AWS. Author of The Ethical Algorithm (w/ Michael Kearns). I study machine learning, privacy, game theory, and fairness. Philadelphia, PA Joined May 2007-
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Pre-recorded talks are ubiquitous now, but they were rare pre-COVID. STOC 2016 made it optional to add a video to the proceedings. This was was so unusual back then that only one paper submitted a video! And, well, you should watch it (Ctrl+F for "Video"): conference-publishing.com/list.php?Event…
I'm starting a new gig in July at @JohnsHopkins, as an Assistant Professor in the Department of Computer Science! I'm beyond chuffed to be signing on with JHU, and more grateful than I can articulate for the support I've received from friends, family, colleagues, and mentors.
A pretty typical experience trying to get ChatGPT to do some basic task in python
Shampoo for my real friends and real poo for my sham friends
A math department at a major university in the US is now offering a semester long course on “game theory”. Yes, you read that right. Games. The things tiny children play. The dumbing down of America continues…
New initiative from @let4all - Office Hours! I (along with @thegautamkamath and Ellen Vitercik) will be holding bi-weekly office hours starting next week. Open to chat about research, navigating academic life, and anything else!
New initiative from @let4all - Office Hours! I (along with @thegautamkamath and Ellen Vitercik) will be holding bi-weekly office hours starting next week. Open to chat about research, navigating academic life, and anything else!
@ben_golub Same deal with "double stuf" Oreos, it's not technically stuff.
📣 Proud to finally release our work on 𝐌𝐮𝐥𝐭𝐢𝐜𝐚𝐥𝐢𝐛𝐫𝐚𝐭𝐢𝐨𝐧 𝐟𝐨𝐫 𝐂𝐨𝐧𝐟𝐢𝐝𝐞𝐧𝐜𝐞 𝐒𝐜𝐨𝐫𝐢𝐧𝐠 𝐢𝐧 𝐋𝐋𝐌𝐬. We develop novel multicalibration algorithms that help measuring the trustworthiness of LLM answers. Collab w. @Aaroth. arxiv.org/pdf/2404.04689…
Enjoying a long period of totality in which the sun has been eclipsed by the clouds.
PSA --- reviewing for COLT is fun! What better time than now?
PSA --- reviewing for COLT is fun! What better time than now?
Adding theory to an empirical paper for reviewer 2 (or vice versa)
Here is a talk I gave about this line of work at the Simons Foundation a couple of months ago: youtube.com/watch?v=0IEonr… I talk about the general philosophy of calibration as trustworthiness, as well as applications to (score free) conformal prediction and online learning.
Clément Canonne @ccanonne_
31K Followers 928 Following Senior Lecturer @Sydney_Uni. Postdocs @IBMResearch, @Stanford; PhD @Columbia. Converts ☕ into puns: sometimes theorems. He/him. @[email protected]
Gautam Kamath @thegautamkamath
44K Followers 509 Following Assistant Prof of CS @UWaterloo, Faculty @VectorInst, Canada @CIFAR_News AI Chair. Co-EiC @TmlrOrg. I lead @TheSalonML. Privacy, robustness, machine learning.
Jelani Nelson @minilek
22K Followers 184 Following Professor @Berkeley_EECS. Research Scientist (part-time) @GoogleAI. Founder @addiscoder. 🇻🇮🇺🇸🇪🇹
Dan Roy @roydanroy
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Thomas Steinke @shortstein
9K Followers 459 Following Computer scientist interested in (differential) privacy & related topics, e.g., generalization. @GoogleDeepMind Opinions are mine ©. 🇳🇿
Zachary Lipton @zacharylipton
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Kristian Lum @KLdivergence
22K Followers 1K Following Research Scientist at Google DeepMind | @FAccTConference OG | Past Twitter META, @hrdag & UPenn, UChicago faculty |
Csaba Szepesvari @CsabaSzepesvari
8K Followers 705 Following "If there is not folly in the world, then the world itself is folly. You must understand that mistakes are not always regrets." - Paul Tobin, Bandette🤠
Amin Karbasi @aminkarbasi
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Thomas G. Dietterich @tdietterich
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𝖬𝖺𝗁𝖽𝗂 .. @mahdi_tcs
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Shengwu Li @ShengwuLi
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Maxim Raginsky @mraginsky
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Alex Dimakis @AlexGDimakis
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Sasho Nikolov (thesas.. @thesasho
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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).
Dimitris Papailiopoul.. @DimitrisPapail
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Aryeh Kontorovich @aryehazan
4K Followers 471 Following probability, statistics, metric spaces, Markov chains, freedom (social & academic), Israel, Jew stuff. opinions represent my employer & all other groups I'm in
Deb Raji @rajiinio
30K Followers 588 Following AI accountability, audits & eval. Keen on participation & practical outcomes. Fellow @mozilla, CS PhDing @UCBerkeley. forever @AJLUnited, @hashtag_include ✝️
Rerndew @RerndewsMM
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Tom Yeh | AI by Hand .. @ProfTomYeh
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Que Liu @iDZQueLiu1
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Murat A. Erdogdu @MuratAErdogdu
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Joshua Agterberg @JAgterberger
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Xiang Fu @thisisxfu
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Ying Shan @yshan2u
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nataliecollina @natalie_collina
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David Kay @KayDavid26867
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Brad Rava @BradRava
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Amaya Dharmasiri @Amaya_Dharmasir
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Ming Yin @MingYin_0312
958 Followers 853 Following @Princeton Postdoc. PhDs @UCSBCS @UCSBPSTAT. Ex @awscloud AI. undergrad @USTC. Area Chair @NeurIPS23. Area Chair @NeurIPS24.
Maryam Babaei @MBabaei_mb
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Dipam Paul @theboyfrom_kol
395 Followers 5K Following vc associate @BoschGlobal | grad student @CMUEngineering
Janhavee Shinde @SJanhavee
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Adam Golinski @adam_golinski
2K Followers 3K Following ML research @Apple, prev @OxCSML @InfAtEd, part of @MLinPL & @polonium_org 🇵🇱, sometimes funny
Electronicsseeker @libertarian108
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Ergute Bao @baoergute
0 Followers 73 Following PhD candidate in CS @ NUS, working on differential privacy.
Paylz @paylza
227 Followers 3K Following The best online market for digital downloads with best prices.
alan as a swe @asasoftware
156 Followers 1K Following Python and machine learning enthusiast. Currently studying software engineering and exploring the latest memes in tech.
Amit Kumar Singh Yada.. @Aksy01021999
196 Followers 746 Following he/him | ECE PhD candidate at Purdue University, VIPER Lab | Director Medalist, BTech- IIT Gandhinagar | Ex @Enphase | Ex-Rakuten Research
Kanishka jayathilake @Kanishkajayath2
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Dhruv Srikanth @DhruvSrikanth
258 Followers 504 Following AI Researcher @WecoAI. Building LLM Agents for CodeGen. Previously @CMU_Robotics @UChicago @GE_Aerospace. Open-Source. I like 🏄♂️🏌️♂️💻. Views are my own :)
Pratinav Seth @ptnv_s
407 Followers 3K Following AAAI-UC Scholar 23 | Intern @Mila_Quebec , Prev- @Bosch_Research ,KLIV IITKGP | Looking for Full Time AI/DS/ML/RS Roles |
Ankur @Ankuryogi11
253 Followers 4K Following Data and Engineering ....................... A breathing creature on planet earth The true power of science is bruteforce .Stop fitting inn
Muktinath Vishwakarma @muktinathv
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Margaretta Colangelo @realmargaretta
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parsa @_Parsa_kv_
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Gon Buzaglo @ ICLR @gon_buzaglo
158 Followers 337 Following MSc/BSc student in ECE/(CS+Physics) @TechnionLive. Interested in ML theory, love hiking, diving and jazz music
นิวิมล @Qv2864Qgb7L6N4
69 Followers 1K Following ในโลกของฉัน มีกลยุทธ์การออกเดทที่จะทำให้หัวใจคุณเต้นเร็วขึ้น ดังนั้นให้ความสนใจตอนนี้! หน้าแรกอัพเดทข้อมูลการติดต่อ
Vikram Dutt @vd_
852 Followers 7K Following
Taslima Akter Liza @TaslimaAkt87010
55 Followers 371 Following I specialize digital marketing and I work successfully all marketplaces in the world. #digitalmarketer #taslimaakterliza #adsexpert #marketplace #youtubeexpart
Metaverse Gym @metaverse_gym
1K Followers 5K Following 🏋️♀️ Metaverse Gym: Where digital fitness meets reality. Owner of https://t.co/aG4Vx9iyxZ. 💪 Dive into the next-gen virtual fitness experience. #MetaverseGym
Aviman Satpathy @SatpathyAviman
443 Followers 1K Following @CNRS Ph.D. Fellow at @PSEinfo & @ENS_ULM | Game Theory, AI, Behavioral Economics | @PSEinfo ‘20 | @bse_barcelona '19 | @iiscbangalore '18| Views are my own
Clément Canonne @ccanonne_
31K Followers 928 Following Senior Lecturer @Sydney_Uni. Postdocs @IBMResearch, @Stanford; PhD @Columbia. Converts ☕ into puns: sometimes theorems. He/him. @[email protected]
Gautam Kamath @thegautamkamath
44K Followers 509 Following Assistant Prof of CS @UWaterloo, Faculty @VectorInst, Canada @CIFAR_News AI Chair. Co-EiC @TmlrOrg. I lead @TheSalonML. Privacy, robustness, machine learning.
Jelani Nelson @minilek
22K Followers 184 Following Professor @Berkeley_EECS. Research Scientist (part-time) @GoogleAI. Founder @addiscoder. 🇻🇮🇺🇸🇪🇹
Dan Roy @roydanroy
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Boaz Barak @boazbaraktcs
17K Followers 423 Following Computer Scientist. See also https://t.co/EXWR5k634w, https://t.co/SEVX6it6z3 ( @[email protected] , boaz.barak in threads ). Opinions my own.
Thomas Steinke @shortstein
9K Followers 459 Following Computer scientist interested in (differential) privacy & related topics, e.g., generalization. @GoogleDeepMind Opinions are mine ©. 🇳🇿
Zachary Lipton @zacharylipton
59K Followers 2K Following Professor: CMU/@acmi_lab, CTO / CSO: @AbridgeHQ, Creator: @d2l_ai & https://t.co/QQt98VNLUp, Relapsing 🎷
Ben Recht @beenwrekt
26K Followers 365 Following optimization. machine learning. uc berkeley. I blog at https://t.co/fkJujOPsJb The world won't end.
Kristian Lum @KLdivergence
22K Followers 1K Following Research Scientist at Google DeepMind | @FAccTConference OG | Past Twitter META, @hrdag & UPenn, UChicago faculty |
Amin Karbasi @aminkarbasi
8K Followers 2K Following Associate Professor at Yale University, staff research scientist at Google.
TCS blog aggregator @cstheory
6K Followers 9 Following Posts from the Theory of Computing Blog Aggregator maintained by @nimaanari, @abhatt2, and @thegautamkamath.
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. Sustainability
𝖬𝖺𝗁𝖽𝗂 .. @mahdi_tcs
3K Followers 1K Following Theoretical CS prof@ U. Michigan-Ann Arbor. Opinions are mine & may evolve over time. r/t≠endorsement. Policy: I don't interact with anonymous profiles. he/him
Shengwu Li @ShengwuLi
36K Followers 762 Following Economist. @Harvard. Mechanism design, behavioral theory.
Maxim Raginsky @mraginsky
8K Followers 2K Following father, academic, raconteur, aging wannabe hipster blog: https://t.co/akk6LCvKw6
Alex Dimakis @AlexGDimakis
13K Followers 2K Following UT Austin Professor. Researcher in Machine Learning and Information Theory. National AI Institute on the Foundations of Machine Learning (IFML) Co-director.
Sasho Nikolov (thesas.. @thesasho
4K Followers 432 Following Associate professor at U of T. Computer science and math research: (differentially) private data analysis, geometry, discrepancy, optimization.
Aryeh Kontorovich @aryehazan
4K Followers 471 Following probability, statistics, metric spaces, Markov chains, freedom (social & academic), Israel, Jew stuff. opinions represent my employer & all other groups I'm in
Deb Raji @rajiinio
30K Followers 588 Following AI accountability, audits & eval. Keen on participation & practical outcomes. Fellow @mozilla, CS PhDing @UCBerkeley. forever @AJLUnited, @hashtag_include ✝️
Elan Rosenfeld @ElanRosenfeld
1K Followers 184 Following Final year ML PhD Student at CMU working on principled approaches to robustness, security, generalization, and representation learning.
Constantine Caramanis @cmcaram
931 Followers 524 Following professor at UT Austin, stats machine learning and optimization. aspiring accordion street musician.
Xinmeng Huang @xmhuang18
77 Followers 86 Following AMCS PhD at UPenn, interested in machine learning and optimization.
Nikolai Matni @NikolaiMatni
2K Followers 1K Following machine learning, control, optimization, robotics. assistant professor, upenn #FlyEaglesFly #RedOctober
Agnes Callard @AgnesCallard
38K Followers 235 Following Philosopher, UChicago Book https://t.co/htazfAfUS3 Column https://t.co/GGvu8fOYmw NYT https://t.co/Jj56TECRDd YT https://t.co/hPgf2tGJWT podcast https://t.co/lVDi53CGer
Jess Sorrell @JessSorrell
555 Followers 551 Following CS postdoc at Penn. Interested in theory of ML and responsible computing. All cat pictures are my own and do not represent the cats of my employer.
Dan Goldstein @dggoldst
10K Followers 955 Following Senior Principal Research Manager at Microsoft Research NYC. Economics and Computational Social Science. Distinguished Scholar at Wharton.
Tim van Erven @tverven
955 Followers 183 Following Associate professor in machine learning at the University of Amsterdam. Topics: (online) learning theory and the mathematics of explainable machine learning.
Korinna Frangias @KorinnaFrangias
5 Followers 43 Following
Learning Theory Allia.. @let4all
2K Followers 38 Following Together we will build the future of the machine learning theory research community!
Yuxin Chen @chenyx04
196 Followers 187 Following Associate professor of statistics and data science at UPenn
Mingda Qiao @ACMonster_Qiao
136 Followers 92 Following Postdoc @ Simons Institute working on learning theory
Arunim Agarwal @arunim_a
24 Followers 114 Following he/him. physics, perhaps some more. former mentor @makexpaloalto
Madhur Tulsiani @MadhurTulsiani
14 Followers 43 Following
Alex Kale @AlexKale17
3K Followers 2K Following Assistant professor @UChicagoCS @DSI_UChicago. PhD @UW_iSchool. Visualization, data cognition, statistics, decision-making, HCI. he/him
Naomi Saphra @nsaphra
7K Followers 1K Following Waiting on a robot body. ML/NLP. All opinions are universal and held by both employers and family. Same username on every lifeboat off this sinking ship.
Furong Huang @furongh
4K Followers 2K Following Assistant professor of @umdcs @umiacs @ml_umd at UMD. Researcher in #AI/#ML, #Trustworthy AI/ML, #EthicalAI, AI #Democratization, AI for ALL.
Krishna Acharya @kvachai
54 Followers 115 Following ML Ph.D. @GeorgiaTech. Prev @ENSdeLyon, @bitspilaniindia. Interested in Sequential Decision Making, Fairness & Privacy in ML.
Miro Dudik @MiroDudik
988 Followers 134 Following Sr Principal Researcher @MSFTResearch. AI Fairness, Reinforcement Learning. #Maxent co-creator. @Fairlearn co-founder. He/him 🏳️🌈. https://t.co/kG9AJetvD9
msiniscalchi 🇺🇦.. @msiniscalchi
2K Followers 535 Following On BlueSky @marciano.bsky.social or Threads (@grumpydad67) Decision theorist, game theorist, and all-round nerd. (Co-)author of the Sublime Text Latex plugin
Han Shao @HanShao16
135 Followers 210 Following PhD student @TTIC_Connect. Interested in machine learning theory problems.
A. Feder Cooper @afedercooper
1K Followers 305 Following ML researcher + future prof @genlawcenter soon at @MSFTResearch @StanfordHAI
John Cherian @jjcherian
2K Followers 354 Following Statistics PhD student @Stanford and @HertzFoundation fellow | Quantifying uncertainty @WashingtonPost | Formerly at @DEShawResearch
Rene Vidal @vidal_rene
506 Followers 17 Following Rachleff Penn Integrates Knowledge University Professor in the Departments of Electrical and Systems Engineering and Radiology at the University of Pennsylvania
Sikata Bela Sengupta @sandySitacos
12 Followers 440 Following
Francesco Orabona @bremen79
6K Followers 394 Following Associate professor at @KAUST_News. Formerly @BU_ece, @sbucompsc, @YahooResearch, @TTIC_Connect. ML theory&practice and history of science
Peter Richtarik @peter_richtarik
6K Followers 594 Following Federated Learning Guru. Tweeting since 20.5.2020. Lived in 🇸🇰🇺🇸🇧🇪🇬🇧🇸🇦
Yahav Bechavod @yahavbe
185 Followers 171 Following Postdoc @Penn | Fmr @Apple Scholar in AI/ML | PhD from @HebrewU. Interests in ML, algorithmic game theory, and fairness.
Akhil Vohra @asv141
3K Followers 572 Following Curr: AP at UGA | Stanford '14, '21 | Micro Theory, Market Design, Networks
@emilymbender@dair-co.. @emilymbender
58K Followers 2K Following Prof, Linguistics, UW // Faculty Director, CLMS // she/her // @[email protected] & bsky // rep by @ianbonaparte
Mohammad Hajiaghayi (.. @MTHajiaghayi
1K Followers 116 Following Minker Professor of CS, ACM Fellow, Guggenheim Fellow,AAAS Fellow, Blavatnik Honoree, IEEE Fellow,EATCS Fellow working on Algorithms, Game Theory and BIG Graphs
chris wiggins (he/him.. @chrishwiggins
6K Followers 2K Following .edu: associate prof @columbia; .org: cofounder @hackNY; .com: chief data scientist @nytimes; books: https://t.co/WfvGI157Vs ; https://t.co/EqI54cQ9nN .
Jesse Thorn 🤷�.. @JesseThorn
65K Followers 982 Following @Bullseye @JordanJesseGo #JJHo @MaxFunHQ @PutThisOn. Satin for them draws, velvet for the mic and a pound for the cause. Tips go to @AlOtroLado_org.
Conference on Learnin.. @AssocCompLearn
1K Followers 0 Following The Association for Computational Learning (ACL) organizes the Conference on Learning Theory (COLT).
Eli Ben-Michael @EliBenMichael
247 Followers 534 Following Postdoc in quantitative social science and statistics at Harvard. Always an egg account at heart.
Ashesh Rambachan @asheshrambachan
3K Followers 964 Following econometrics | causal inference | data-driven decision-making systems Princeton | Harvard Econ | Microsoft Research | MIT (now).
Modibo Camara @modibokhane
1K Followers 648 Following Postdoc at @UChicago. Prof at @StanfordGSB starting in 2023. I do research at the intersection of economics and computer science.
Liam Dugan @LiamDugan_
368 Followers 259 Following PhD Student in NLP @Penn. Previously @Roblox @NVIDIA. I make AI talk like the humans do
Moshe Babaioff @moshebab
284 Followers 612 Following Faculty @CseHuji. Algorithmic Game Theory. Fairness.
Jacob Andreas @jacobandreas
14K Followers 959 Following Teaching computers to read. Assoc. prof @MITEECS / @MIT_CSAIL (he/him). https://t.co/5kCnXHjtlY https://t.co/2A3qF5vdJw
Neal Parikh @npparikh
3K Followers 851 Following Teaching AI policy at Columbia. Previously Director of AI for NYC. PhD from Stanford AI Lab. https://t.co/IWui2szqUu
Noah Smith 🐇🇺�.. @Noahpinion
322K Followers 1K Following Writes about economics, posts about rabbits. For serious opinions/analysis, read my blog: https://t.co/KfUxUlCYPz
Colin Raffel @colinraffel
30K Followers 654 Following nonbayesian parameterics, sweet lessons, and random birds. Friend of @srush_nlp
Jacob Steinhardt @JacobSteinhardt
7K Followers 67 Following Assistant Professor of Statistics, UC Berkeley
🥳Conformal risk control is a spotlight paper at ICLR!💡 arxiv.org/abs/2208.02814 Come meet me, @adamjfisch, and @TalSchuster at Hall B #232 during the Tuesday morning poster session!
@Aaroth @JohnsHopkins You and @mkearnsupenn could not get rid of me if you tried
Pre-recorded talks are ubiquitous now, but they were rare pre-COVID. STOC 2016 made it optional to add a video to the proceedings. This was was so unusual back then that only one paper submitted a video! And, well, you should watch it (Ctrl+F for "Video"): conference-publishing.com/list.php?Event…
Introducing DrEureka🎓, our latest effort pushing the frontier of robot learning using LLMs! DrEureka uses LLMs to automatically design reward functions and tune physics parameters to enable sim-to-real robot learning. DrEureka can propose effective sim-to-real configurations…
Super excited for @JessSorrell to be joining us!
I'm starting a new gig in July at @JohnsHopkins, as an Assistant Professor in the Department of Computer Science! I'm beyond chuffed to be signing on with JHU, and more grateful than I can articulate for the support I've received from friends, family, colleagues, and mentors.
I'm starting a new gig in July at @JohnsHopkins, as an Assistant Professor in the Department of Computer Science! I'm beyond chuffed to be signing on with JHU, and more grateful than I can articulate for the support I've received from friends, family, colleagues, and mentors.
Tremendously honored to receive the Peter Gavin Hall IMS Early Career Prize! Thanks to all my mentors, collaborators, and mentees for their support through my career so far!
Congratulations to @EdgarDobriban who won the 2024 Peter Gavin Hall IMS Early Career Prize Read more here: imstat.org/2024/05/02/edg…
Really nice follow up of the earlier work that @JasonMa2020 did during his internship in my team at Nvidia.
Introducing DrEureka🎓, our latest effort pushing the frontier of robot learning using LLMs! DrEureka uses LLMs to automatically design reward functions and tune physics parameters to enable sim-to-real robot learning. DrEureka can propose effective sim-to-real configurations…
We trained a robot dog to balance and walk on top of a yoga ball purely in simulation, and then transfer zero-shot to the real world. No fine-tuning. Just works. I’m excited to announce DrEureka, an LLM agent that writes code to train robot skills in simulation, and writes more…
@Aaroth @UCSanDiego @HDSIUCSD @ucsd_cse Thank you, Aaron! Come visit us!
So excited that I got to hood Lydia @zakynthinou on Monday! My first IRL hooding, thanks to COVID! It's been a privilege to be her (co)advisor and I can't wait to see what comes next for her.
🚨 New blog post! Black Box Reductions: Constrained Online Learning From the classic reduction for online learning in the simplex to reductions for arbitrary convex sets, using non-euclidean and Bregman projections Bonus: Simple Regret Matching+ proof parameterfree.com/2024/04/29/bla…
Congratulations to @PennAsset PhD chosen as AWS fellows for research in trustworthy AI blog.seas.upenn.edu/penn-engineeri…
An amazing result by my colleagues at Google for performing continual observation. They used techniques from rational approximation theory to show that near-optimal factorization can be achieved by a lower triangular Toeplitz matrix with log^2(n) entries. arxiv.org/abs/2404.16706
@Aaroth Claude also fails on first try
@Aaroth Truly amazing! With a hint and some back and forth, only several times slower than it would take to do it yourself in Python, and dozens of times slower than writing one line in bash!
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