Anirudh Rayas @RayasAnirudh
PhD student @ASU (@ASUEnergy). High dimensional statistics, Graphical models, ML anirudhrayas.github.io Tempe, AZ Joined May 2021-
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I am excited to share a new paper titled “Designing for Disclosure in Data Visualizations” set to appear at IEEE VIS 2025 (link below). 1/n
This workshop looks genuinely like a great step for statistics. What I like most is that it is young star researchers as speakers, and not a bunch of geriatrics talking about old stuff, like most stats conferences. fsmlims.wixsite.com/fsml25
Learning Networks from Wide-Sense Stationary Stochastic Processes ift.tt/2BwJPyi
since high dimensions are all the hype now, what is your favorite and most counter-intuitive high-dim phenomenon? this is still my favorite one:
🎓💻 Check out Krisha Mehta's @KrishaMehta2 testimonial! A a 2022 Fatima Fellowship fellow, she worked under her mentor Marouen Ben Guebila @marouenbg. She's now doing Ph.D. in computer science at the University of Chicago. [Watch her testimonial: youtube.com/watch?v=D2Pu0H…]
Just delivered 4 lectures on low-dimensional models for deep learning at ACDL yesterday to over 150 graduate students. Now all slides are online, it is a very good summary of our work in the last several years. acdl2023.icas.cc/prof-qing-qus-…
Happy to share the results of our latest project with @lugosi_gabor! TL;DR: Online-to-PAC conversions allow translating comparator-dependent regret bounds to algorithm-dependent generalization bounds. arxiv.org/abs/2305.19674 Read on for some more details! 1/
Highly recommended if you are interested in the convergence of SGD for smooth nonconvex functions. Prior literature uses various assumptions to carry out the analysis. We show how they are related, and propose a new assumption that is weaker than them all.
Highly recommended if you are interested in the convergence of SGD for smooth nonconvex functions. Prior literature uses various assumptions to carry out the analysis. We show how they are related, and propose a new assumption that is weaker than them all. https://t.co/o3BsnRKGxX
1 more reason to love testable learning. Classical stat. learning says: uniform convergence (small rademacher cmplxty on given dist) is sufficient but not necessary for learning. Indeed, "Empirical Risk Minimization" can fit classifiers to random noise & yet succeed in learning.
1 more reason to love testable learning. Classical stat. learning says: uniform convergence (small rademacher cmplxty on given dist) is sufficient but not necessary for learning. Indeed, "Empirical Risk Minimization" can fit classifiers to random noise & yet succeed in learning. https://t.co/J8dwBcPau6
.@kevinjtian and I tried to write a blog post and idk what happened but next thing you know we had half a monograph. For those intimidated by proofs of Quantum Singular Value Transformation: try our versions! arxiv.org/abs/2302.14324
Isotropic Gaussian Processes on Finite Spaces of Graphs (AISTATS 2023) Have you ever wanted a Gaussian process taking unweighted graphs as inputs, e.g. for Bayesian optimization in drug design? Here we propose such models in a principled way. (1/10) arxiv.org/abs/2211.01689
Excited to announce the Workshop on Information-theoretic Methods for Trustworthy Machine Learning at the Simons Institute from May 22nd-25th! Stay tuned for more details: simons.berkeley.edu/workshops/asu-…
A course by Emmanuel Candès with an interesting selection of topics and a great set of notes. Some topics covered: Multiple hypothesis testing, False discovery rate (and control via Benjamini-Hochberg), Knockoff filters, e-values, conformal inference etc. candes.su.domains/teaching/stats…
A great mathematician named Madhava, working in Kerala, India, discovered the power series for sin(x) in the 1300s, hundreds of years before Newton, Leibniz, Gregory, Taylor, et al. In this video, master teacher @garyrubinstein shows how Madhava did it: youtube.com/watch?v=mzigLb…
Decoupling: a 🧵. Computing functions of dependent random variables X₁, …, Xₙ can be quite tricky. Wouldn't it be nice if we could replace these by their "independent copies" X̃₁, …, X̃ₙ, where each Xᵢ, X̃ᵢ are identical in distr but the X̃ᵢ are mutually independent?
🔖New preprint: arxiv.org/abs/2302.09826 Answering some (not all!) questions about the expressivity of #topology in the context of #MachineLearning for graphs. TL;DR: persistent homology is awesome and can 'simulate' a corresponding WL test (even for higher orders). 🤯 🧵1/6
Our lastest work with @_brloureiro, @Aufinal & @l_arnaboldi on a unifying theory of SGD for 2-layer nets arxiv.org/pdf/2302.05882 that bridges many different regimes (mean-field PDEs, high-dimensional ODEs, classical gradient flow...) together
Even sparser random projections for Johnson-Lindenstrauss transforms and oblivious subspace embeddings! New preprint on arXiv: arxiv.org/abs/2302.06165 With @minilek
🤖Princeton ML Theory Summer School🤖 June 26 - June 30, 2023 Lectures by @CPehlevan, Philippe Rigollet, @ArthurJacot3, Jeffrey Pennington, Ben Adlam Apply at mlschool.princeton.edu Share widely @Princeton @EPrinceton @NSF
Glad to announce that our work “Dynamic Interventions for Networked Contagions,” co-authored with Sid Banerjee (@banerjee_sid) and Jon Kleinberg, has been accepted at @TheWebConf 2023 (formerly known as WWW 2023)! Preprint: arxiv.org/abs/2205.13394 A thread 🧵 1/n
Ibrahim Adiza @patrici87482630
4 Followers 312 Following
Zachary Huang @ZacharyHuang12
4K Followers 1K Following Researcher @MSFTResearch AI Frontiers. LLM Agents and Systems. | PhD @ColumbiaCompSci | Prev: @GraySystemsLab @databricks| Fellowship: @GoogleAI | New YouTuber
Tushant Mittal @mittaltushant
383 Followers 550 Following CS theory postdoc at Stanford, interested in food, music, and bits of "useless" trivia. My playlists — https://t.co/plhZcFXP6D
Conference on Parsimo... @CPALconf
897 Followers 1K Following CPAL is a new annual research conference focused on the parsimonious, low dimensional structures that prevail in ML, signal processing, optimization, and beyond
Rajeev Ramprasad @_rajeevram
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Adam Elmachtoub @Adam235711
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Vasu Shyam @vasud3vshyam
1K Followers 384 Following Currently working as a machine learning researcher at a Silicon Valley startup. Former physics postdoc at Stanford and Branco Weiss fellow.
Saikat @_Saikat__Maity_
3K Followers 2K Following Specialities :- Mathematics (#Number_Theory & #Combinatorics). (he/him)
Yuan Wang @ywangtda
125 Followers 102 Following TDA-Brain Lab: Innovating statistical modeling of brain disorders with topology |Biostatistics Asst Prof @UofSC|Alum @Cambridge_Uni @UWMadison|Tweets own
Abrar Zahin @IamAbrarZahin
177 Followers 995 Following PhD student at Arizona State University. Graphical models, High dimensional statistics, Information Theory, Machine Learning for Smart Healthcare.
Yufeng Yang @yufengyang1999
275 Followers 1K Following Junior researcher working on Optimization for Machine Learning. Phd student @TAMU; Alumni of @RiceUniversity; @cuhksz. Opinions are my own.
Chandler Squires @chandlersquires
2K Followers 237 Following postdoc @ cmu. previously phd @ mit. wannabe philosopher, working on foundations for “pragmatic data science”, with a focus on all things causal.
Qing Qu @qu_1006
856 Followers 470 Following Assistant Professor at Umich ECE. Research interest: machine learning, optimization, data science. A runner 🏃 in spare time.
Statistics Dept - U o... @StatsUMan
1K Followers 3K Following Official twitter account for the Department of Statistics at the University of Manitoba.
Chetan Sudarshan @ChetanSudarshan
64 Followers 723 Following Ph.D. Student @ASU Computer Architecture | Sustainable Computing | Heterogeneous Chiplets | AI/Machine Learning Accelerator
Qi Lei @Qi_Lei_
4K Followers 1K Following Assistant professor in Math and Data Science, NYU, Postdoc at Princeton ECE, PhD from UT Austin, interested in machine learning, deep learning and optimization
Mikhail Bragin @prof_Bragin
1K Followers 978 Following #Optimization #MIP. #Math. #ML/#AI. #QuantumComputing. #FAT. #Scheduling. #SmartGrid. #Decarbonization. #Transportation. #HealthCare. @SCE @UCRiverside @UCONN
Pouria Saidi @pouria018
12 Followers 146 Following
Martina Contisciani @mcontisc
1K Followers 921 Following Postdoctoral Researcher @dnds_ceu. Previously, PhD @MPI_IS. Interested in probabilistic generative models, statistical inference, and network science.
Jiliang Tang @tangjiliang
2K Followers 975 Following University Foundation Professor at MSU. Deep Learning on Graphs book (https://t.co/1JyC3k5c0H…).
Jay Thiagarajan @jjayaram7
371 Followers 897 Following Machine Learning Researcher. Science Enthusiast. Poetry Lover. "The creative adult is the child who survived"
Bernardo Subercaseaux... @b_subercaseaux
801 Followers 1K Following Chilean PhD student @CarnegieMellon. Passionate about Theoretical Computer Science, writing, monkeys, beer, lemon pie and old Shakira's songs. He/Him/Monke.
Sujan Bandyopadhyay @bandyo_sujan
191 Followers 313 Following Lecturer (AP) @ManUniEconomics | PhD from @ASUEcon
Divya Kulkarni @divyayyy
3K Followers 3K Following Research Fellow @Harvardmed || Ph.D. @IITGuwahati || ಕನ್ನಡತಿ || tweets = Machine Learning/My Research/Cricket (occasional *blahh* posting!!) (views - personal)
Cindy Rush @CindyRush
2K Followers 1K Following Associate Professor of Stats @Columbia. Interested in Machine Learning, Info Theory, and Statistics.
Neil Mallinar @nmallinar
274 Followers 665 Following PhD student @ UCSD, prior to that: Research Intern @ Google Research & MSR NE, Research Engineer at Pryon Inc & IBM Watson.
Elizabeth Yang @eytyang
798 Followers 692 Following technical staff @openai, previously theory @berkeleyeecs, eng @twosigma, math @princeton | fan of graphs, crosswords, turtles, bad puns, running, and Survivor
Pasquale Minervini @PMinervini
9K Followers 5K Following Research in ML/NLP at the U of Edinburgh (tenured faculty @InfAtEd @EdinburghNLP), Co-Founder @Miniml_AI, @ELLISforEurope Scholar, https://t.co/5dUI3EFexo
Gholamali Aminian @gh_aminian
627 Followers 2K Following Research Associate at Alan Turing Institute
Marios Papachristou @papachristoum
662 Followers 1K Following Assistant Professor at @ASU @WPCareySchool PhD from Cornell CS ex: @msftresearch, @twitter/@x, @ntua
Tanya Veeravalli @TanyaVeeravalli
107 Followers 572 Following Deep Learning & Dynamical Systems Research! ECE PhD Candidate at UIUC; CS & Econ BA from UC Berkeley
Max Thiessen @maxthiessen_ml
447 Followers 702 Following PhD student in machine learning @tu_wien. graph learning | convexity | learning theory
Sanket Shah @sunk8th
296 Followers 1K Following CS PhD @ Harvard | Social Impact and Machine Learning
Dror Baron @BaronDror
429 Followers 388 Following Professor @ncstateece | ex-{@TechnionLive, @RiceUniversity, @ECEILLINOIS} | research in information theory, quantum computing, & signal processing.
Ganesh Kini @gkayakg
105 Followers 1K Following PhD candidate at UCSB | Interested in machine learning, deep learning, signal processing | Masters from IISc
Alek Sobczyk @AleksandrosSob1
411 Followers 394 Following Huawei Research Center, Zurich. Views are my own.
Idan Attias @IdanAttias
415 Followers 592 Following Postdoc researcher at IDEAL Institute in Chicago, hosted by UIC and TTIC. Interested in machine learning theory, sequential decision-making, and TCS.
Jenny @Jenny879879
9 Followers 82 Following I’m Jenny, from LA, California. I work for International Logistics Shipping.I have Masters in business management and degree in Computer Science.
The Innovation Studio @TheAIFactory
1K Followers 3K Following Creating bold new AI-fueled companies that solve real-world problems #AI #IndustrialAI #ML #Innovation #VentureStudio #StartupStudio
CANSSI Ontario @CANSSIOntario
2K Followers 635 Following We enhance research & training in statistics & data science through programs that promote interdisciplinary research & enable multidisciplinary collaborations.
🍃🌳🌲 Avi Chil... @AviMohan21
178 Followers 540 Following Assistant Professor at Boston University. ML, RL 🤖 and Control theory. Previous handle: @avimohan8. Twitter "support" screwed up access to it.
Weizhi Li @Weizhi_L
11 Followers 15 Following
Aditya Modi @adityamodi94
252 Followers 317 Following A theoretician hoping to apply RL in the wild world!
Ayush Sekhari @ayush_sekhari
2K Followers 1K Following Postdoc in Machine Learning at MIT PhD, Computer Science, Cornell University
Anirudh Kashi @kashianirudh
9 Followers 168 Following
Saining Xie @sainingxie
23K Followers 1K Following researcher in #deeplearning #computervision | assistant prof at @nyu_courant | rs @googledeepmind | past: rs @meta (FAIR) @ucsandiego | ynwa
Jack Morris @jxmnop
45K Followers 975 Following research @cornell @meta // language models, information theory, science of AI
Druv Pai @druv_pai
439 Followers 322 Following PhD @berkeley_ai | using theory to improve practice for deep learning | ex @NexusflowX @GoogleResearch
The GAME School at AS... @gameschoolasu
631 Followers 430 Following Our program aims to educate the next generation of learners and empowers them with technofluency — its development, application and implications.
Soufiane Hayou @hayou_soufiane
1K Followers 300 Following Asst Professor at @JohnsHopkins (AMS and @HopkinsDSAI). Previously: @SimonsInstitute, @oxfordstats, @Polytechnique. I like to scale up things!
Nicholas Boffi @nmboffi
894 Followers 892 Following Assistant Professor @mldcmu. Building generative models for science, engineering, and AI. Previously @Harvard, @MIT, @GoogleAI, @NYU_Courant.
Sitan Chen @sitanch
2K Followers 192 Following assistant professor of computer science @hseas, learning theorist, 🎹
Microsoft Research @MSFTResearch
561K Followers 2K Following We advance science and technology to benefit humanity.
Surya Ganguli @SuryaGanguli
18K Followers 523 Following Associate Prof of Applied Physics @Stanford, and departments of Computer Science, Electrical Engineering and Neurobiology. Venture Partner @a16z
Thomas Kipf @tkipf
28K Followers 1K Following Research at @GoogleDeepMind. Controllable World Simulators (GNNs, Structured World Models, Neural Assets). Veo Team (Ingredients to Video Co-Lead)
Jascha Sohl-Dickstein @jaschasd
24K Followers 706 Following Member of the technical staff @ Anthropic. Most (in)famous for inventing diffusion models. AI + physics + neuroscience + dynamics.
Zico Kolter @zicokolter
23K Followers 680 Following Professor and Head of Machine Learning Department at @CarnegieMellon. Board member @OpenAI and @Qualcomm. Chief Technical Advisor @GraySwanAI.
Machine Learning Stre... @MLStreetTalk
35K Followers 628 Following MLST is by Dr. Tim Scarfe @ecsquendor w/ cameos from @DoctorDuggar https://t.co/5YCv2SdFwN (early access/priv.discord) - Sponsor us!
Melanie Mitchell @MelMitchell1
48K Followers 672 Following Professor, Santa Fe Institute. Mostly posting on https://t.co/4NpA2IL5Va (at-melaniemitchell). More thoughts at https://t.co/nC43NHRozX.
Ahmad Beirami @abeirami
10K Followers 4K Following sth new // ex Gemini RL+Inference @GoogleDeepMind // Chat AI @Meta // RL Agents @EA // ML+Information Theory @MIT+@Harvard+@GeorgiaTech // زن زندگی آزادی
Zachary Huang @ZacharyHuang12
4K Followers 1K Following Researcher @MSFTResearch AI Frontiers. LLM Agents and Systems. | PhD @ColumbiaCompSci | Prev: @GraySystemsLab @databricks| Fellowship: @GoogleAI | New YouTuber
Melanie Weber @mweber_PU
2K Followers 199 Following Assistant Professor at Harvard @hseas. Previously Hooke Research Fellow @OxUniMaths and PhD @Princeton. Studying Geometry and Machine Learning.
Yu Bai @yubai01
6K Followers 2K Following Research @OpenAI. Trained models for GPT5 Thinking / Mini; Contributor to gpt-oss, o3-mini, o1. Previously @SFResearch, PhD @Stanford.
xAI @xai
1.8M Followers 38 Following
Machine Learning Dept... @mldcmu
18K Followers 366 Following The top education and research institution in the 🌎 for #AI and #machinelearning | Research → https://t.co/jUD0hZ8SFx | Learn more ↓
Tushant Mittal @mittaltushant
383 Followers 550 Following CS theory postdoc at Stanford, interested in food, music, and bits of "useless" trivia. My playlists — https://t.co/plhZcFXP6D
David Bessis @davidbessis
9K Followers 351 Following Rogue mathematician. "The product of mathematics is clarity and understanding." — Bill Thurston
Flavio Calmon @FlavioCalmon
369 Followers 95 Following Associate Professor @hseas. Information theorist, but only asymptotically. Brasileiro/American.
P. N. Karthik @KarthikPN15
216 Followers 466 Following Assistant Professor @IITHyderabad | ಕನ್ನಡಿಗ |
Berkeley AI Research @berkeley_ai
225K Followers 367 Following We're graduate students, postdocs, faculty and scientists at the cutting edge of artificial intelligence research.
Conference on Parsimo... @CPALconf
897 Followers 1K Following CPAL is a new annual research conference focused on the parsimonious, low dimensional structures that prevail in ML, signal processing, optimization, and beyond
Rajeev Ramprasad @_rajeevram
41 Followers 268 Following Founding Designer at https://t.co/Dokwr1kgH0 Building something exciting!
Nando de Freitas @NandoDF
105K Followers 776 Following Some projects I was lucky to be part of AlphaGo tuning, AlphaCode, Gato, ReST, r-Gemma, Imagen3, Veo, Genie, MAI. Ex Berkeley, UBC, Oxford Prof, Google DeepMind
Adam Elmachtoub @Adam235711
3K Followers 3K Following Associate Professor of Industrial Engineering and Operations Research @Columbia @CUSEAS @DataSciColumbia / @AmazonScience Visiting Academic
VantAI @vant_ai
3K Followers 10 Following Unlocking a new chapter in medicine by making protein interactions programmable
François Chollet @fchollet
572K Followers 813 Following Co-founder @ndea. Co-founder @arcprize. Creator of Keras and ARC-AGI. Author of 'Deep Learning with Python'.
Sebastian Seung @SebastianSeung
16K Followers 307 Following @FlyWireNews https://t.co/ZUXm93WUll @eye_wire. Read https://t.co/meh9OZPrQk @WSJ Top 10 Nonfiction 2012. @PrincetonNeuro @PrincetonCS
Damek @damekdavis
6K Followers 1K Following Optimization and ML, Prof @Wharton Stats, Prev: Prof @Cornell, PhD @uclamath, https://t.co/bfOIEx0lHj, (not quite a) blog: https://t.co/RFKUB4qDKF
Stephen Bates @stats_stephen
3K Followers 332 Following Assistant Professor, MIT EECS. Rigorous stats & ML methods for data-driven science and reliable AI systems. My research group is hiring postdocs & PhDs!
Almost Sure @Almost_Sure
8K Followers 233 Following George Lowther, Author of Almost Sure blog, on maths, probability and stochastic calculus. Also on YouTube https://t.co/VyOijwbe9l
Greg Bodwin @GregBodwin
1K Followers 380 Following Assistant professor at @EECSatMI. I do theoretical computer science and graph theory.
Vasu Shyam @vasud3vshyam
1K Followers 384 Following Currently working as a machine learning researcher at a Silicon Valley startup. Former physics postdoc at Stanford and Branco Weiss fellow.
Portal @_portal_
537 Followers 69 Following Home of the TechBio community. LoGG/M2D2/CARE reading groups, blogs, events, and more.
Saikat @_Saikat__Maity_
3K Followers 2K Following Specialities :- Mathematics (#Number_Theory & #Combinatorics). (he/him)
Durk Kingma @dpkingma
50K Followers 405 Following @AnthropicAI. Prev. @Google Brain/DeepMind, founding team @OpenAI. Computer scientist; inventor of the VAE, Adam optimizer, and other methods. ML PhD.
Lawrence Livermore Na... @Livermore_Lab
66K Followers 997 Following U.S. @ENERGY and @NNSAnews laboratory. We use science and technology to make the world a safer place. Verification: https://t.co/29pFxbpHmQ
Mikhail Bragin @prof_Bragin
1K Followers 978 Following #Optimization #MIP. #Math. #ML/#AI. #QuantumComputing. #FAT. #Scheduling. #SmartGrid. #Decarbonization. #Transportation. #HealthCare. @SCE @UCRiverside @UCONN
Silviu Pitis @silviupitis
2K Followers 723 Following ML PhD student at @UofT/@VectorInst working on normative AI alignment.
Los Alamos National L... @LosAlamosNatLab
62K Followers 949 Following Meeting national security challenges with #science and #technology. (Note: RTs and MTs do not imply endorsements.)
Yufeng Yang @yufengyang1999
275 Followers 1K Following Junior researcher working on Optimization for Machine Learning. Phd student @TAMU; Alumni of @RiceUniversity; @cuhksz. Opinions are my own.
Yuan Wang @ywangtda
125 Followers 102 Following TDA-Brain Lab: Innovating statistical modeling of brain disorders with topology |Biostatistics Asst Prof @UofSC|Alum @Cambridge_Uni @UWMadison|Tweets ownTrends for United States
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