antonio vergari 💥 hiring PhD students & postdoc💥 @tetraduzione
human being | associate prof in #ML #AI @ancAtEd | PI of #APRIL https://t.co/7uTqRZtmEd | #probabilistic #models #tractable #generative #neuro #symbolic | nolovedeeplearning.com Edinburgh, Scotland, UK Joined February 2015-
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@tetraduzione Dear Special Track Chairs: I think I submitted something to the AI art track on the theme of ambiguity, but I’m not sure. I never received a confirmation email, but maybe the spam filter ate it? —— Meta-review: I have no idea, strong accept!
Here's an open source 1b (1 byte) language model that gets 25% on MMLU. Very powerful relative to model size. I'm raising $2B on a $20B valuation to scale up to 500b model size.
#NeurIPS2024 deadline approaching be like
#NeurIPS2024 deadline approaching be like
"One of the biggest hurdles Shy Kids ran into with Sora was its lack of cohesion [...] Shy Kids only used around 0.33% of the video Sora generated in its final edit." notebookcheck.net/OpenAI-s-Sora-…
#IJCAI2024 is proud to present the Survey Track Chairs: 🦾Scott Sanner @ScottSanner, University of Toronto @UofT @UofTmie 🦾Dengji Zhao @nmzsheng, ShanghaiTech University @ShanghaiTechUni #ArtificialIntelligence
Very happy to say we have a paper accepted at #UAI2024 Bears will join in force: arxiv.org/abs/2402.12240 See you in Barcelona 😉🐻🍹
Very happy to say we have a paper accepted at #UAI2024 Bears will join in force: arxiv.org/abs/2402.12240 See you in Barcelona 😉🐻🍹
my #UAI2024 decision notifications be like w/ @ema_marconato @samubortolotti @EmilevanKrieken @andrea_whatever @looselycorrect
And both get into #UAI2024 🎇. @toniwuest's work on composing neural visual concepts as programs (arxiv.org/pdf/2402.08280) will appear as an Oral. Other work on causal probabilistic circuits for mixed domains by Harsh Poonia (my student from @iitbombay) will appear as a poster.
And both get into #UAI2024 🎇. @toniwuest's work on composing neural visual concepts as programs (arxiv.org/pdf/2402.08280) will appear as an Oral. Other work on causal probabilistic circuits for mixed domains by Harsh Poonia (my student from @iitbombay) will appear as a poster.
@AlexGDimakis And published in @TmlrOrg! openreview.net/forum?id=iO4LZ…
Introducing The Hallucinations Leaderboard! 🚀 An open effort to measure the LLMs’ tendency to generate hallucinations across various tasks, like open-domain QA, instruction following, and summarisation! 🧵1/N 📄Paper:arxiv.org/abs/2404.05904 🤗Leaderboard:huggingface.co/spaces/halluci…
Excited to announce that "Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language Resamplers" was accepted at #NAACL2024. Work led by @GeorgePantazop3 with co-authors @oliverlemon @arash_eshghi @EDINrobotics @NRobotarium arxiv.org/abs/2404.13594
Ho rifatto la scena madre di Boris con il presidente Meloni. Buon #25Aprile 🌹
Buona Festa della Liberazione a tutte e a tutti. #25aprile
@WaltonStevenj @scottjshumaker LLMs are so amazing, but only in certain conditions, and the current “best practice” seems to be: use them a whole lot for everything until you develop an intuition for when they’re actually saving time and/or improving the quality of your work, and not the opposite.
Congrats to Jane! and for those of you who do not know what an MBE is, here it is Most Excellent Order of the British Empire a British order of chivalry...a big thing! en.m.wikipedia.org/wiki/Order_of_…
Congrats to Jane! and for those of you who do not know what an MBE is, here it is Most Excellent Order of the British Empire a British order of chivalry...a big thing! en.m.wikipedia.org/wiki/Order_of_…
Beyond the call for contributed talks and posters at WoLA'24 (Workshop on Local Algos) (next tweet), you can now register for all workshops of the @SimonsInstitute summer via this form: simons.berkeley.edu/web-registrati… (including the 4 workshops of the Sublinear Algorithms program)
Now 24 hours post release, the model is bad according to every single person who tried it. Turns out the "secret sauce" was overfiting the benchmarks.
Now 24 hours post release, the model is bad according to every single person who tried it. Turns out the "secret sauce" was overfiting the benchmarks.
Clément Canonne @ccanonne_
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Gautam Kamath @thegautamkamath
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Kevin Patrick Murphy @sirbayes
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Pasquale Minervini �.. @PMinervini
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Dan Roy @roydanroy
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Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeV
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Rosanne Liu @savvyRL
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yobibyte @y0b1byte
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David Pfau @pfau
22K Followers 1K Following Knowledge manifests itself in radiant dreams that shimmer like the wild sun Views are my own pfau at sigmoid dot social on 🦣 https://t.co/xqtVHHVI17 on 🦋
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Sara Hooker @sarahookr
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Simone Scardapane @s_scardapane
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Krikamol@CISPA @krikamol
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Prof. Anima Anandkuma.. @AnimaAnandkumar
25K Followers 2K Following Bren Professor @caltech, Fmr Sr Director of #AI research @nvidia, Fmr Principal Scientist @awscloud, AI+Science, PDE, Neural operators. Views my own.
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Tom Goldstein @tomgoldsteincs
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Zoubin Ghahramani @ZoubinGhahrama1
24K Followers 615 Following VP Research, Google DeepMind, ex-head of Google Brain. Professor at University of Cambridge. Machine Learning Researcher. ex-Chief Scientist & VP of AI, Uber.
Future @Sponge339236141
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Adnan Harun DOĞAN @adnanharundogan
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Pietro Sittoni @CasselHank
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Madhava Krishna @_madkr_
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Yifu Qiu @yifuqiu98
100 Followers 169 Following @ELLISforEurope PhD Student in NLP @EdinburghUni /@Cambridge_Uni | formerly intern @Apple @Baidu_inc | 2023 Apple AI/ML Scholar
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Huy Tran @huytransformer
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hEzo @hEzohEzo4
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Gabin MAURY @csgmaury
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Specter, MSc @deadweight_loss
3 Followers 5K Following uniquely trained and highly motivated - a specialist without equal - immune to any countermeasures.
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Md. Imbesat Hassan Ri.. @imbugene
63 Followers 484 Following NLP PhD at UKP Lab (@UKPLab), TU Darmstadt | Alumnus IISc (@iiscbangalore) | Alumnus IIT-ISM (@iitismdhn)
Joan @Joanvelja
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Евген 🇺🇦�.. @vrskd
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Eduardo Fernandes Mon.. @efernand9
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liuyong @forrestbing
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Sam Coward @samcoward
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Zhaoyang Wang @wangwan83764204
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Jonathan Wang @givemettt5600
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Ayan Das @dasayan05
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The TeeP @tpmwedzi
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AI Papers Podcast @aipaperspodcast
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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]
Peyman Milanfar @docmilanfar
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Gautam Kamath @thegautamkamath
44K Followers 505 Following Assistant Prof of CS @UWaterloo, Faculty @VectorInst, Canada @CIFAR_News AI Chair. Co-EiC @TmlrOrg. I lead @TheSalonML. Privacy, robustness, machine learning.
Michael Black @Michael_J_Black
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Kevin Patrick Murphy @sirbayes
42K Followers 334 Following Research Scientist at Google Brain / Deepmind. Interested in Bayesian Machine Learning.
Alfredo Canziani @alfcnz
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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/they
Dan Roy @roydanroy
45K Followers 2K Following ML / AI researcher, emphasis on theory. Research Director and Canada CIFAR AI Chair, @VectorInst Professor, @UofT (Statistics/CS)
NeurIPS Conference @NeurIPSConf
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Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeV
Frank Nielsen @FrnkNlsn
23K Followers 1K Following Machine Learning & AI, Information Sciences & Information Geometry, Distances & Statistical models, HPC. "Geometry defines the architecture of spaces" @SonyCSL
(((ل()(ل() 'yoav))).. @yoavgo
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Jürgen Schmidhuber @SchmidhuberAI
107K Followers 0 Following Invented principles of meta-learning (1987), GANs (1990), Transformers (1991), very deep learning (1991), etc. Our AI is used many billions of times every day.
Ferenc Huszár @fhuszar
40K Followers 1K Following Secular Bayesian. Associate Professor in Machine Learning @Cambridge_CL. Talent aficionado at https://t.co/RbJkoLguey Alum of @Twitter, Magic Pony and @Balderton
Delip Rao e/σ @deliprao
46K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
Rosanne Liu @savvyRL
33K Followers 966 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
Max Welling @wellingmax
32K Followers 429 Following
David Pfau @pfau
22K Followers 1K Following Knowledge manifests itself in radiant dreams that shimmer like the wild sun Views are my own pfau at sigmoid dot social on 🦣 https://t.co/xqtVHHVI17 on 🦋
Mathieu Alain @miniapeur
19K Followers 2K Following Researching @ai_ucl. Co-organises @uclcsml and @logconference. FR, EN, trying ES. 🇹🇼🇨🇦🇬🇳🇺🇸🇩🇴🇫🇷🇪🇸🇬🇧🇿🇦
Monte Fischer @monte__fischer
510 Followers 395 Following Stanford PhD student (operations research).
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174 Followers 428 Following PhD student in probabilistic machine learning. Working on RL, neural density estimation, Bayesian deep learning.
Emiel Hoogeboom @emiel_hoogeboom
2K Followers 156 Following Research Scientist at Google Brain. Formerly PhD student with @wellingmax at the Univ. of Amsterdam, Research intern at Qualcomm AI Research and Google Brain.
Xiaotang Du @XiaotangD
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Giwon Hong @GiwonHong413849
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Cristina Cornelio @Cristina__C
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Francesco Di Giovanni @Francesco_dgv
2K Followers 157 Following Senior Research Associate, University of Oxford | Riemannian geometer, now interested in geometric deep learning
TML Lab (EPFL) @tml_lab
264 Followers 70 Following Theory of Machine Learning Lab at @EPFL led by Nicolas Flammarion. We develop algorithmic & theoretical tools to better understand ML & make it more robust.
Rahul G. Krishnan @rahulgk
2K Followers 934 Following Assistant Professor @UofTCompSci @LMP_UofT & @VectorInst ⚒️ 🏥 Research in machine learning for healthcare
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1K Followers 4K Following Maths, Reinforcement Learning and Game Theory. NYU Courant, University of Bristol. Alternative account on art restoration: @ArtRestoreAI 🇺🇾
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562 Followers 686 Following Wizard 💫. Assistant Professor/Lecturer @InfAtEd. CS PhD from @CSatUSC. Software Engineering and Security. 🇦🇱n from 🇽🇰. She/her.
Ava Khamseh @AvaKhamseh
58 Followers 44 Following Group Leader and Lecturer (Asst. Prof.) in Biomedical AI @EdinburghUni | Quantitative Biomedicine, #causalinference, #machinelearning | Views are my own.
Desi R. Ivanova @desirivanova
679 Followers 848 Following 🤖 DPhil @OxCSML @StatMLIO (interned @MSFTResearch, @AIatMeta), former quant 📈 (@GoldmanSachs), former former gymnast 🤸♀️ My opinions are my own. 🇧🇬-🇬🇧
Maksym Andriushchenko.. @maksym_andr
3K Followers 930 Following phd student at @EPFL🇨🇭 // google & open phil phd ai fellow // past @adoberesearch @uni_tue // best way to support 🇺🇦 https://t.co/fxomgJ7NU9
Donatella Lobraico @Trialz_bax
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2K Followers 652 Following Assistant Professor of Computer Science at @UVA. I work on machine learning, optimization, and Responsible AI (differential privacy & fairness).
depths of wikipedia! @depthsofwiki
880K Followers 4K Following Hello I am @anniierau Please take away my blue check! I did not ask for it!
Iris SS Ho 🌷 @iris_ssh
166 Followers 131 Following into multimodal learning, medical NLP and the social and ethical aspects of AI.
ELSA - European Light.. @elsa_lighthouse
315 Followers 74 Following ELSA is a virtual european center of excellence that will spearhead efforts in foundational safe and secure artificial intelligence (AI) methodology research.
Davide Mazzaccara @dmazzaccara
78 Followers 130 Following PhD Student in NLP at @CIMeC_UniTrento. Prev. @UNIPV (@colborromeo) and @cambridge_Uni
HPC Guru (Taking a br.. @HPC_Guru
26K Followers 97 Following "It takes a lot of knowledge to know what one does not know" 😎Tweets on things related to High Performance Computing -- systems, interconnects, storage, 🥭 ...
Zico Kolter @zicokolter
15K Followers 499 Following Associate professor at Carnegie Mellon, VP and Chief Scientist at Bosch Center for AI. Researching (deep) machine learning, robustness, implicit layers.
Antonio Salmerón @ascerdan
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Yoav Artzi @yoavartzi
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Viacheslav Borovitski.. @vabor112
97 Followers 87 Following ML Researcher @ ETH Zürich. PhD in Mathematics.
Alicia Curth @AliciaCurth
3K Followers 496 Following PhD student Machine Learning in Cambridge, Statistician at ❤️ In search of statistical intuition for modern ML & simple explanations for complex things 👀
Pablo Moreno-Muñoz @pablorenoz
479 Followers 549 Following Postdoc in Machine Learning at Technical University of Denmark (DTU). PhD from @uc3m. Former @esa, @sheffielduni, @mpi_is visitor.
Marco De Nadai @denadai2
1K Followers 489 Following Research Scientist - Personalization @Spotify previously @Zalando + @FBK_research. #recsys #ML #representationLearning #computerVision #humanbehavior
Hanna Wallach (@hanna.. @hannawallach
22K Followers 944 Following Microsoft Research NYC. Fairness, accountability & transparency in AI/ML. NeurIPS & ICML board member, WiML co-founder, sloth enthusiast. She/her.
andresmasegosa @andresmasegosa
203 Followers 551 Following Associate Professor at Aalborg University (Copenhagen Campus - Denmark). Probabilistic Machine Learning.
Paul Groth @pgroth
3K Followers 772 Following professor - university of amsterdam. thinking: data, links, remixing, knowledge, provenance, espresso. My opinions. Mastodon: @[email protected]
Leonie Bossemeyer @bossemelow
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Daniel Johnson @_ddjohnson
2K Followers 575 Following Researcher at @GoogleDeepMind. PhD student at @VectorInst / @UofT. Building tools to study neural nets and find out what they know. He/him.
@[email protected].. @jeublanc
897 Followers 369 Following Relocating to the #Fediverse: @[email protected]. Account discontinued since 20-Nov-2022.
Christian Andersson N.. @chris_naesseth
2K Followers 317 Following Researcher interested in creativity, reasoning, and uncertainty in machine learning as well as their application to the sciences.
George Deligiannidis @GeorgeDeligian9
480 Followers 378 Following Associate Professor of Statistics @ Oxford
@tetraduzione Thanks, I’ll adapt my recipe next time!
Can my Italian friends please rate my pizza?
guy who doesn't know that teaching your children to engage with a language and culture is a choice you can make without passing weird racial purity tests
Premio Miglior Fumetto: “Stacy” #premimicheluzzi
@tetraduzione Dear Special Track Chairs: I think I submitted something to the AI art track on the theme of ambiguity, but I’m not sure. I never received a confirmation email, but maybe the spam filter ate it? —— Meta-review: I have no idea, strong accept!
@BlackHC It's just the expectation of the log importance weight, and you can just apply the theorem about expectations of an importance weight and then Jensen's.
@BlackHC @EliSennesh mh,I don't follow why BvM is relevant. We wouldnt sample from the true posterior anyway, to estimate ELBO nor the evidence directly. If you can use q (the variational distr) to estimate the ELBO (as I see normally done), then you can use it to do IS for the evidence directly.
@Branchini_Nic @BlackHC @EliSennesh some related stuff which I like: arxiv.org/abs/1907.10477
@BlackHC @EliSennesh somehow unrelated, but this reminds me, I'm still a bit unsure why we even need all those bounds... (as opposed to just MC-estimate the evidence directly - they are not closed form, so if we need to MC anyway, why not MC estimate the true thing)
@octonion Understanding whether there is an expressive gain in having complex weights similar to the Theorem we have shown is an interesting future direction! (2/2)
@octonion If we take a mixture computing a complex number z, then its modulus squaring is a sum of two squares: |z|^2 = Re(z)^2 + Im(z)^2, where Re(z) and Im(z) can be encoded by two mixtures over the reals. A mixture of two squared mixtures can encode such squared complex mixtures (1/2)
@loreloc_ I'm curious - do you think there's anything to gain by allowing complex weightings?
@HurowitzD If we use complex weights we end up with a mixture of squared mixtures. See our other response here x.com/loreloc_/statu…
@octonion If we take a mixture computing a complex number z, then its modulus squaring is a sum of two squares: |z|^2 = Re(z)^2 + Im(z)^2, where Re(z) and Im(z) can be encoded by two mixtures over the reals. A mixture of two squared mixtures can encode such squared complex mixtures (1/2)
@loreloc_ Paper and animations are nice. Have you done learning on a large real word dataset?
@svi58670452 We did density estimation experiments on UCI data sets (Fig. 4), as well as on learning the distribution of text data by distilling a large language model (Fig. 5).
@Allierced Do you mean whether the larger mixture weights obtained by squaring arise some problem? The only issue we found is the risk of floating point overflow when computing the partition function. This was solved by evaluating "in log-space" (see Sec. 3.3). No regularisation was used.
@RajeshPNRao It seems very interesting! Thanks for sharing
@loreloc_ Hi Lorenzo, interesting work! Here's a paper we published in 2012 on "Complementary Kernel Density Estimation" based on a similar idea: sciencedirect.com/science/articl…
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