Anton Tsitsulin @tsitsulin_
Graphs, ML, math, data. Research Scientist @GoogleAI (not the DeepMind kind). Ph.D. from @UniBonn. tsitsul.in Joined August 2016-
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TMLR is the best thing since sliced bread
TMLR is the best thing since sliced bread
Excited to announce a new release of GeometricKernels! You can now install the package via `pip install geometric_kernels`! Featuring new spaces, efficient GP sampling, and a much simpler interface, in addition to brand new tutorials & enhanced docs!
slander
I'm wondering sometimes what happened to the most prominent shitposters of 2014-15 /r/machinelearning Researchers/profs in top labs? Switched to physics? Doing drugs?
Thanks to @udiomusic, I can now advertise my papers with death metal songs! Great work!
Thanks to @udiomusic, I can now advertise my papers with death metal songs! Great work! https://t.co/ixXvqlOuJt
Thanks, Gemma team!
USCIS is unbelievably based here
We have LLaDA at home LLaDA at home:
We have LLaDA at home LLaDA at home: https://t.co/wZ3WuAwlRz
2024 doomers: we die 2024 research: goat simulator
2024 doomers: we die 2024 research: goat simulator
Not sure what's a worse piece of journalism: this or today's New Yorker doomer article
Not sure what's a worse piece of journalism: this or today's New Yorker doomer article
Today we're releasing a tool we've been using internally to analyze transformer internals - the Transformer Debugger! It combines both automated interpretability and sparse autoencoders, and it allows rapid exploration of models without writing code.
is @arxiv kinda down for some papers? I see a bunch of 503's for 2020+ papers, old ones seem unaffected
Learning on Graphs Co.. @LogConference
7K Followers 749 Following LoG is a new annual research conference that covers areas broadly related to machine learning on graphs and geometry, with a special focus on review quality.Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeVSebastian Raschka @rasbt
267K Followers 906 Following Machine learning & AI researcher writing at https://t.co/A0tXWzG1p5. LLM research engineer @LightningAI. Previously stats professor at UW-Madison.Michael Galkin @michael_galkin
5K Followers 269 Following AI Research Scientist @Intel AI Lab. Prev: Postdoc @Mila_Quebec & McGill. GraphML, Knowledge Graphs, GNNs, NLP. Grandmaster of 80's music (according to Spotify)yobibyte @y0b1byte
15K Followers 2K Following Kurin ViTaly, senior research scientist @IsomorphicLabs, ML PhD from @UniofOxford on RL, Multitask learning & GraphsEmanuele Rossi @emaros96
4K Followers 590 Following ML for Drug Discovery @vant_ai. Previously, research @Twitter and FabulaAI (acquired by Twitter). PhD in Graph ML at @imperialcollege and @Cambridge_Uni alumnusHannes Stärk @HannesStaerk
8K Followers 331 Following @MIT PhD student • ML for molecular biology and flow generative modelsStephan Günnemann @guennemann
3K Followers 98 Following Professor for Data Analytics and Machine Learning @ TU MunichXavier Bresson @xbresson
13K Followers 859 Following Prof @NUSingapore Distinguished Researcher @DiscoverElement #NRF Fellow, #GraphNNs #LLMs #DeepLearningTheory #MolecularMaterialScience #Teaching Opinions my ownChaitanya K. Joshi @chaitjo
6K Followers 2K Following PhD student at University of Cambridge @Cambridge_CL. Interested in Graph & Geometric Deep Learning + Biomolecule modelling & design. Organising @LoGConference.Pasquale Minervini �.. @PMinervini
7K Followers 4K Following Researcher in ML/NLP at the University of Edinburgh (faculty @InfAtEd @EdinburghNLP), @ELLISforEurope, @UCL_NLP, PI for @Clarify2020, https://t.co/WydvfU8ugz he/theyGabriele Corso @GabriCorso
4K Followers 637 Following PhD student @MIT • Research on Generative Models and Geometric Deep Learning for Biophysics • BA @CambridgeUni • Former @TwitterResearch, @DEShawGroup and @IBMThomas Kipf @tkipf
25K Followers 1K Following AI Research at @GoogleDeepMind. Ex-Physicist. Graph Neural Networks & Controllable Generative Models (e.g. GCNs, Structured World Models, Slot Attention).Rishabh Anand 🧬 @rishabh16_
5K Followers 1K Following multiplying matrices @NUSingapore • geometric DL + generative modelling for proteins, RNA, and drug discovery @Cambridge_CL 🛠Cristian Bodnar @crisbodnar
5K Followers 2K Following Senior Researcher @MSFTResearch | Simulations, Geometric Deep Learning, AI4ScienceTaco Cohen @TacoCohen
21K Followers 3K Following Deep learner at FAIR. Into codegen, equivariance, generative models. Spent time at Qualcomm, Scyfer (acquired), UvA, Deepmind, OpenAI.Bastian Grossenbacher.. @Pseudomanifold
5K Followers 979 Following Dad · Neutral good · Topology & Geometry + ML · PI @HelmholtzMunich · Faculty @TU_Muenchen Feedback? https://t.co/w8J3u9u5JSSergey Ivanov @SergeyI49013776
5K Followers 262 Following AI Applied Scientist. Follow for cool AI stuff. Opinions are NOT my own, they are part of the simulation.Derek Lim @dereklim_lzh
2K Followers 1K Following ML @MIT_CSAIL & @LiquidAI_ Symmetries in ML @bostonsymmetry Prev @NVIDIA @MetaAI @Cornell.Zhaocheng Zhu (on the.. @zhu_zhaocheng
2K Followers 287 Following Final-year PhD @Mila_Quebec. BSc @PKU1898. Intern @Google. Reasoning, large language models, knowledge graphs and ML systems. Photographer held back by CS/ML.Minerva Karney @KarneyMine3561
70 Followers 5K FollowingNikita Durasov @nikitadurasov
183 Followers 181 Following PhD @ CVLAB 🇨🇭 @EPFL_en, CV @ @NVIDIAAI, making NNs safer and interpretable, DL/ML passionate, ex-@Apple, ex-@Amazon, ex-@SamsungResearchLorenzo Bini @LorenzoBini47
6 Followers 59 Following PhD Candidate at @unige_en working on AI for Medical DataShabnam Behzad @Shabnam_Behzad
137 Followers 407 Following CS PhD Student @Georgetown. Interested in CL, NLP.Dark Knight @Aooos_18
132 Followers 671 FollowingZhaoyang Wang @wangwan83764204
317 Followers 4K Following CS PhD student at Uni of Birmingham in the United Kingdom. Research interests: Automated Machine Learning, Online Learning, and Reinforcement Learning 🏳️🌈Viacheslav Borovitski.. @vabor112
142 Followers 96 Following ML Researcher @ ETH Zürich. PhD in Mathematics.Lewis Walker ➲ @lewiswalkerai
5K Followers 5K Following Follow for Generative AI insights shared daily | Deloitte AI | Ex-Goldman Sachs | LinkedIn Top AI VoiceDaniil Cherniavskii @Cherniavskii_D
18 Followers 122 Following PhD student @ University of Amsterdam ex-AIRI, Skoltech & MIPT alumniSoham Sankaran @sohamsankaran
1K Followers 3K Following I run PopVax (@PopVaxIndia / https://t.co/tf4JsyJ4jo), an Indian mRNA vaccine co. working on an open-source pan-betacoronavirus booster to preempt new COVID-19 variants.Devashish @dkhulbe2002
5 Followers 139 FollowingBjarki Holm @bjarkiholm
354 Followers 1K Following Building Ai-assisted design automation @Get_Typeset ✨ Prev co-founder @Twigkit (acq'd by Lucidworks) // VP of Engineering @Lucidworks // CS PhD @Cambridge_CLSimon Bele @simon_bele
9 Followers 83 Following Mathematics & CS masters student @FMF_UL, currently employed in AI Lab @UL_FRI. Secretly a capybara in a human suit.dFraKWSfdZjEBkRSNZEz @d_rsnz
0 Followers 279 FollowingMax @mk251098
15 Followers 223 Following research intern at KAUST in visual computing | ML master student at Aalto. | ❤️ hikingJonathan Lim @jonathanlimsc
347 Followers 1K Following ML Engineer studying at Mila Quebec AI Institute and Université de Montréal. Multimodal foundation models 🏛️ and generalist agents 🤖Koushik @koushik_here
719 Followers 6K Following Machine Learning for biology | Deep Learning Data Scientist @Bayer4Crops | Prev: PhD @IowaStateU | he/himJavier Montané Ortu�.. @javimo__
0 Followers 101 FollowingLuca Naef @NaefLuca
1K Followers 1K Following Co-Founder & CTO, @vant_ai Forbes 30u30 but won't go to jail | prev. ETH Zurich Stanford McKinsey ML for Induced Proximity Drug DiscoveryLayan Ashner @AshnerLaya69943
36 Followers 5K FollowingCazamere Comrie @cazamere
264 Followers 253 Following @Cornell CS PhD | Ex ML Intern @Snap + @Twitter + @MorganStanley + @GoogleAI | Deep Learning on GraphsJana Baccus @BaccusJana34921
42 Followers 5K FollowingHester Seaney @HesterSean71923
74 Followers 5K FollowingRahul Ahuja @itsrahulahuja
104 Followers 538 Following Perception Research for Autonomous Vehicles | CS Grad @ NYU CourantTheo Long @tl__559
4 Followers 130 FollowingJacob Valdez @jvboid
2K Followers 8K Following surfing a 2nd order phase transition | building @HumanRobotsAI | [email protected] | +1.469.968.9490 | https://t.co/V5Odmcls1Fjordiae @jordiae
986 Followers 2K Following Transformers, NLP, ML4Code, HPC. PhD student @EdinburghUni. Previously @Bloomberg @MILAMontreal @BSC_CNS @la_upc. Opinions are my own.Navid Pour @navidkpr
473 Followers 490 Following navid-700t-instruct | Building @cursor_AI | Prev @amazon & Built https://t.co/7gBfa87F7YMuratcan Koylan @youraimarketer
5K Followers 3K Following Building @hellojeezai, experimenting with AI agents | e/acc | Million Dollar Business Ideas: https://t.co/GZHEbAM3uC | prev. @useinsider @tmobglobalJayant Raj @jayantr7
246 Followers 3K Following Working on advancing neurorehabilitation for speech & language disorders. CompE @NYUniversity. Math @UofGlasgow.bilal2vec @bilaltwovec
2K Followers 780 Following ✨ research engineer • prev @googlebrain @cohere @dbrxmosaicai • se @uwaterlooAlexei Karamazov @CousinKaramazov
112 Followers 2K Followingnut_coffee @nutcoffee1
36 Followers 135 Following A Postdoctoral research fellow in CSIRO Data61, focusing on data mining and graph neural networksJulianSaks @JulianSaks
360 Followers 790 Following Interested in Multi-Agent Collaboration | President @TxBlockchainAnastasia Bektimirova @anastasiabekt
504 Followers 2K Following Senior Researcher, Science & Tech @UKonward | digital politics & govt, knowledge economy, methods | 🎓 MPhil @Politics_Oxford, MSc @MediaLSE | ex-@ITUatUNHQAllen Schmaltz @Allen_Schmaltz
363 Followers 809 Following AI/ML @ Reexpress AI (https://t.co/z0yUIZBt1l) | Research: AI:=Introspection+Updatability+Uncertainty (Similarity⧉Distance⧈Magnitude⧇) | Prev: @Harvard @StanfordYann 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.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 🧠🤖💥Learning on Graphs Co.. @LogConference
7K Followers 749 Following LoG is a new annual research conference that covers areas broadly related to machine learning on graphs and geometry, with a special focus on review quality.Petar Veličković @PetarV_93
30K Followers 555 Following Staff Research Scientist @GoogleDeepMind | Affiliated Lecturer @Cambridge_Uni | Associate @clarehall_cam | GDL Scholar @ELLISforEurope. Monoids. 🇷🇸🇲🇪🇧🇦Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeVSebastian Raschka @rasbt
267K Followers 906 Following Machine learning & AI researcher writing at https://t.co/A0tXWzG1p5. LLM research engineer @LightningAI. Previously stats professor at UW-Madison.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/q2Qoey80GxMichael Galkin @michael_galkin
5K Followers 269 Following AI Research Scientist @Intel AI Lab. Prev: Postdoc @Mila_Quebec & McGill. GraphML, Knowledge Graphs, GNNs, NLP. Grandmaster of 80's music (according to Spotify)yobibyte @y0b1byte
15K Followers 2K Following Kurin ViTaly, senior research scientist @IsomorphicLabs, ML PhD from @UniofOxford on RL, Multitask learning & GraphsGabriel Peyré @gabrielpeyre
92K Followers 449 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.Peyman Milanfar @docmilanfar
67K Followers 264 Following Distinguished Scientist at Google Research. Computational Imaging, Machine Learning, and Vision. Tweets = personal opinions. May change or disappear over time.Lucas Beyer (bl16) @giffmana
56K Followers 446 Following Researcher (Google DeepMind/Brain in Zürich, ex-RWTH Aachen), Gamer, Hacker, Belgian. Mostly gave up trying mastodon as [email protected]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]Hannes Stärk @HannesStaerk
8K Followers 331 Following @MIT PhD student • ML for molecular biology and flow generative modelsGoogle 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.Yi Ma @YiMaTweets
71K Followers 123 Following Chair Professor in AI, Director of IDS, Head of CS, HKU; Professor of EECS, Berkeley; Author of Book: High-Dim Data Analysis, https://t.co/gwaqMJp8av.Stephan Günnemann @guennemann
3K Followers 98 Following Professor for Data Analytics and Machine Learning @ TU MunichAndrew Ng @AndrewYNg
1.0M Followers 913 Following Co-Founder of Coursera; Stanford CS adjunct faculty. Former head of Baidu AI Group/Google Brain. #ai #machinelearning, #deeplearning #MOOCsViacheslav Borovitski.. @vabor112
142 Followers 96 Following ML Researcher @ ETH Zürich. PhD in Mathematics.Daniil Cherniavskii @Cherniavskii_D
18 Followers 122 Following PhD student @ University of Amsterdam ex-AIRI, Skoltech & MIPT alumniNathan Benaich @nathanbenaich
51K Followers 32K Following solo member of investment staff @airstreet, brewing ambition @airstreetcafe, next token predictor @airstreetpressLuca Naef @NaefLuca
1K Followers 1K Following Co-Founder & CTO, @vant_ai Forbes 30u30 but won't go to jail | prev. ETH Zurich Stanford McKinsey ML for Induced Proximity Drug Discoveryudio @udiomusic
28K Followers 0 FollowingShengwu Li @ShengwuLi
35K Followers 760 Following Economist. @Harvard. Mechanism design, behavioral theory.Amanda Askell @AmandaAskell
26K Followers 653 Following Philosopher & ethicist teaching models to be good @AnthropicAI. Personal account. All opinions come from my training data.Zijie Huang@Neurips20.. @HuangZi71008374
483 Followers 419 Following CS PhD @UCLA; Research Intern @Amazon @Netflix; Work on #AI4Science, #GNN, #KnowledgeGraph, #DynamicalSystem, #NeuralODE. I am on job market for year 2023-2024.Ali Behrouz @behrouz_ali
914 Followers 846 Following Ph.D. Student @cornell, interested in machine learning.Ce Jin @jcvbcn
997 Followers 903 FollowingHojae Lee @hojaeklee
75 Followers 340 Following Ph.D. Student from University of Michigan, Ann Arbor. Deep Learning and Single Cell Genomics.Badly Drawn Bears @BadlyDrawnBears
17K Followers 77 Following Billy Murphy - artist. Drawing/painting bears and other animals. Website for available paintings: https://t.co/4k5VQnpEF6Sílvia Casacuberta @SiCaPu
673 Followers 2K Following Computer Science at @UniofOxford with @rhodes_trust. Previously: @Harvard ‘23, @CSatETH, @IBMResearch. Interested in theoretical CS, privacy & fairness.Yanbang Wang @Abel0828
81 Followers 164 Following Ph.D. Student @Cornell_CS | #graph_learning, #complex_networks, #ComputationalSocialScience | Former student @Stanford CSAndrew Drozdov @mrdrozdov
2K Followers 1K Following RAG at @MosaicML x @Databricks 🧱 Prev: @UMass_NLP, @Google, @IBMYuanqi Du @YuanqiD
2K Followers 959 Following Passionate researcher and community builder @AI_for_Science @LogConference; CS PhD @Cornell; Prev @DeepModeling, @AmlabUva, @MSFTResearchOleksii Tsepa @AlexTsepa
35 Followers 102 Following ML Researcher (MSc) @ UofT | GraphML, Time-Series, NLP | WangLabKasper Green Larsen @kasperglarsen
1K Followers 234 Following Professor and Head of Algorithms, Data Structures and Foundations of Machine Learning at Computer Science, Aarhus UniversityEthan Epperly @ethanepperly
1K Followers 470 Following PhD candidate in applied math @Caltech and @doecsgf fellow interested in computational linear algebra he/himAlexander S @devdef
8K Followers 1K Following warpfusion, ArcaneGAN, face2comics. All tweets are sarcastic unless stated otherwise.Chris Albon @chrisalbon
86K Followers 2K Following Director of Machine Learning at the Wikimedia Foundation. We host Wikipedia.Soledad Villar @SoledadVillar5
3K Followers 2K Following Applied math/data science/ML Assistant Professor at Johns Hopkins. She/ella. Uruguaya 🇺🇾Marat Dukhan @MaratDukhan
1K Followers 219 Following Building AGI @OpenAI. Previously TLM for XNNPACK @GoogleAI, lead for QNNPACK @FacebookAI & author of NNPACK. Opinions are my ownOmar Khattab @lateinteraction
11K Followers 2K Following CS PhD candidate @StanfordNLP. 2022 Apple Scholar in AI/ML. Author of ColBERT (https://t.co/2ZtgXoa1np), DSPy (https://t.co/BH7WmMKDXR), & various retrieval & LM systems.Andrey Tyrin @andreytyrin22
41 Followers 138 Following cs @MIT | ml for drug discovery @broadinstituteOumar Kaba @sekoumarkaba
421 Followers 470 Following Ph.D. Student at @Mila_Quebec / @mcgillu • ML, Physics, Math • Science Comms Enthusiast. Former intern @MSFTResearch AI4ScienceNeurIPS Conference @NeurIPSConf
112K Followers 35 Following New Orleans, Dec 10-16, 23. https://t.co/ga8aOw615g Tweets to this account are not monitored. Please send feedback to [email protected].Teresa Huang @TeresaNHuang
90 Followers 107 Following PhD Candidate@Johns Hopkins. Machine learning on graphs by exploiting symmetriesBruno Ribeiro @brunofmr
2K Followers 269 Following (Currently on sabbatical @ Stanford) Associate Professor of Computer Science Purdue University; Causal & Invariant Representation Learning and Markov ChainsAlexander Terenin @avt_im
6K Followers 950 Following Machine learning, artificial intelligence, decision theory | anti-ideological | thinking carefully about incentives | Assistant Research Professor @CornellFilippo Maria Bianchi @FilippoMariaBi1
210 Followers 142 Following Interested in machine learning and statistics for time series and graphsderek guy @dieworkwear
839K Followers 963 Following Menswear writer. Editor at @putthison. Creator of @RLGoesHard. Bylines at The New York Times, The Washington Post, The Financial Times, Esquire, and Mr. PorterChristian Shewmake @cashewmake2
599 Followers 605 Following group theory, riemannian geometry, & hierarchy in neural + AI representations phd @ucberkeley with @redwood_neuro & @geometric_intel organizer @neur_repsSophia Sanborn @naturecomputes
4K Followers 3K Following Theory, ML, neurotechnology @ https://t.co/OmhC0RyxZp | Organizer @neur_reps | Prev: @geometric_intel @berkeley_ai @redwood_neuro @intelai @harvardNina Miolane @ninamiolane
4K Followers 2K Following Assis. Prof. @ucsbece Affiliate @SLAClab Stanford Prev @Stanford @Inria @imperialcollege @Polytechnique PI @geometric_intel https://t.co/Eeeaqytppe, PilotZhaocheng Zhu (on the.. @zhu_zhaocheng
2K Followers 287 Following Final-year PhD @Mila_Quebec. BSc @PKU1898. Intern @Google. Reasoning, large language models, knowledge graphs and ML systems. Photographer held back by CS/ML.Guillaume Dalle @giomdal
2K Followers 2K Following PhD in machine learning & optimization, now postdoc at EPFL. Julia language enthusiast. Amateur songwriter (aka PianoHamster). OCD survivor.Francesco Di Giovanni @Francesco_dgv
2K Followers 157 Following Senior Research Associate, University of Oxford | Riemannian geometer, now interested in geometric deep learningSimone Antonelli @sntonelli
23 Followers 162 FollowingPavel Izmailov @Pavel_Izmailov
6K Followers 1K Following Researcher @xai Incoming Assistant Professor @nyuniversity 🏙️ Previously @OpenAI #StopWar 🇺🇦Ladislav Rampasek @rampasek
598 Followers 607 Following Research Scientist at Isomorphic Labs, Ex: Mila+UdeM, UofTWell the good thing is that we at deepmind do most of our work in java, that's where the j in jax is from
apparently Google laid off their entire Python Foundations team, WTF! ( @SkyLi0n who is one of the pybind11 maintainers just informed me, asking what ways they can re-fund pybind11) The team seems to have done substantial work that seems critical for Google internally as well.…
@cHHillee But now the teams are better aligned, clarity is increased, and we are setup to deliver real value! For the third time in the year.
Excited to announce a new release of GeometricKernels! You can now install the package via `pip install geometric_kernels`! Featuring new spaces, efficient GP sampling, and a much simpler interface, in addition to brand new tutorials & enhanced docs!
After 3 years, it's time for us to start sharing the chapters of the GDL book! ❤️ Also included: companion slides from our @Cambridge_Uni & @UniofOxford courses 🧑🎓 Chapter 1 is out **now**! More to follow soon 🎉 geometricdeeplearning.com/book 📖 @mmbronstein @joanbruna @TacoCohen
I always uncomfortably squirm at the emojis and the memes and gifs for "announcing" papers. And btw, what announcement? Are you giving a press conference? So juvenile.
It’s very cringe that the field of ML decided at some point to advertise new papers via Twitter threads with cheery language and emojis in every tweet. Like this isn’t elementary school, we’re adults, you can talk normal.
Quanta magazine is a treasure, in large part due to @7homaslin ‘s leadership. Thomas has built the magazine and hired amazing and dedicated staff, whom I’m sure will help @SPatel_v1 take it to even new heights.
Dear @QuantaMagazine Readers: Today is my last day as editor-in-chief of the magazine. Thank you for taking this unforgettable journey with me. I don't know that I have the words to express what these past 11 years have meant to me, but I wrote a few here. quantamagazine.org/my-fantastic-v…
Well, I guess that thanks to NeurIPS the High School kids will at least get a real taste of what research in ML looks like:
cool Bauhaus edition Leuchtturm notebook with a quote from Kandinsky on the cover
@tsitsulin_ I was talking of x.com/cohere/status/… I like R, but wish this were a little bit cheaper. Maybe it would be soon. PS: I have been to plenty of finbro parties, they are not cheap. ;)
Today, we’re introducing Command R+: a state-of-the-art RAG-optimized LLM designed to tackle enterprise-grade workloads and speak the languages of global business. Our R-series model family is now available on Microsoft Azure, and coming soon to additional cloud providers.
the most strict level of transaction isolation is Serializable, where concurrent transactions must produce the same effect as running them one at a time. It's a bit like if you set up a game of fetch with golden retrievers on four different continents, which we just so happen to
not an RCT so obviously can’t claim causality. If anything it’s probably bookings causing the eclipse
@predict_addict Hi Valeriy, can you please share the time series where you encountered problems with us so that we can investigate? I constructed an integer-valued time series based on your plot, plugged it into the demo code (github.com/amazon-science…) and got reasonable forecasts & coverage
@mariotelfig this explains why it's so hard to think outside the box - you can only do it for d ≥ 10
Today we're releasing a tool we've been using internally to analyze transformer internals - the Transformer Debugger! It combines both automated interpretability and sparse autoencoders, and it allows rapid exploration of models without writing code.