Lior Horesh @InverseProblems
Joined February 2015-
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.@Cristina__C, @InverseProblems et al. propose a method that derives scientifically meaningful symbolic formulas by combining symbolic #regression with logical #reasoning. #AI #ML #GettingApplied @samsungresearch @IBMResearch @UMBC_CBEE @UMNChemistry nature.com/articles/s4146…
AI-Descartes can also distinguish between different sets of background theories. Given high precision atomic clock measurements and either Einstein’s or Newton’s theory, our tool can sort out which theory is more consistent with the data.
Given data on the orbital periods of celestial bodies, the SR module of AI-Descartes generates formulas that fit the data well, while the Reasoning module re-ranks them based on the distance to a given background theory and identifies the one that is closest to being derivable.
We tested AI-Descartes on Langmuir’s 1918 experimental data in an attempt to rediscover his theory of adsorption. Many expressions fit the data well, but only one (f2) is successfully derived from the background theory by the theorem prover.
Our paper is out in @NatureComms! We introduce AI-Descartes, an AI tool that uses both data and background theory for scientific discovery. Symbolic Regression, an #ML technique, generates formulas and an automated theorem prover checks their derivability.
For those of you interested in Neuro-Symbolic AI, consider joining us at the upcoming 2023 IBM Neuro-Symbolic Workshop (23-27 Jan, 9 am-12 pm ET). Registration is free at: lnkd.in/d5Cubcyi #ai #ibm #ibmresearch #neurosymbolicai #machinelearning #reasoning #knowledge
The Math Sciences group at IBM Research is looking for truly exceptional post-doc fellow(s) (Goldstine fellowship). Full consideration will be given to applications arriving by December 31, 2022 research.ibm.com/goldstine/
We (Mathematics of AI group at IBM Research) are seeking to hire an exceptional theoretical computer scientist or a mathematician who can extend their expertise to make fundamental breakthroughs in the broad field of AI. Details in the link... krb-sjobs.brassring.com/TGnewUI/Search…
Excited to announce our #NeurIPS2021 w/s on Metacognition in AI! Can't wait to get that conversation started with a stellar set of inter-disciplinary speakers and panelists. sites.google.com/view/metacogne…
A new tensor algebra offers provably optimal truncated decompositions, while also featuring matrix-mimetic properties. The framework, published in PNAS lnkd.in/dFsNwnt, addresses decades-long open problem lnkd.in/d94b5bc #research #ai #algorithms #algebra #bigdata
"Leveraging Secondary Storage to Simulate Deep 54-qubit Sycamore Circuits" is the #1 paper on Arxiv today in quantum physics. Congrats @jagunnels. See it at -> assert.pub/arxiv/quant-ph… and assert.pub/papers/1910.09…. Please retweet.
Fame is a fleeting thing. "Supplementary information for Quantum supremacy using a programmable superconducting processor" is now #1 (and worth reading). [Sole "SMAuthorship" (Social Media Authorship) because of co-authors, only @InverseProblems and I are on Twitter] 👻⚛️#⃣1⃣
Fame is a fleeting thing. "Supplementary information for Quantum supremacy using a programmable superconducting processor" is now #1 (and worth reading). [Sole "SMAuthorship" (Social Media Authorship) because of co-authors, only @InverseProblems and I are on Twitter] 👻⚛️#⃣1⃣
Bob Bishop @bishopb0b
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Machine Learning: Sci.. @MLSTjournal
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Nicholas Dwork @ndwork
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Malena Espanol @EspanolMalena
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Sven Leyffer @SvenLeyffer
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Lorena Barba @labarba.. @LorenaABarba
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Eden schirman @ESchirman
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Boris Shustin @BShustin
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Ron Fagin @RonFagin
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Haim Avron @havr
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Orly Alter @OrlyAlter
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megan peters 🧠 on .. @meganakpeters
5K Followers 2K Following assoc prof @ucicogsci: perception+confidence+consciousness, neuroimaging+modeling+ML. prez+co-founder @neuromatch. fellow @cifar_news. she/her. views mine.
Lam M. Nguyen @LamMNguyen3
300 Followers 199 Following Staff Research Scientist @IBMResearch, Thomas J. Watson Research Center; PI of MIT-IBM Watson Lab; IBM Master Inventor; Optimization for Machine Learning
Uria Mor @uria_mor
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Abe Asfaw @abe_asfaw
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Pin-Yu Chen @pinyuchenTW
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Rene Zhang @rene_jianizhang
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Ariel Amir @Ariel_4321
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Michael Raghib @michaelraghib
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Enrique Vargas @evargas001
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Jin-Peng Liu @JinPengLiu__Sky
797 Followers 563 Following Postdoc at Center for Theoretical Physics, MIT and Simons Institute, Berkeley. PhD in applied math, UMD. Focus on quantum algorithms. Editor of @quantumjournal
Tyler R. Josephson �.. @trjosephson
1K Followers 1K Following AI & Theory-Oriented Molecular Science. New dad. Asst Prof at @UMBC_CBEE, learning proofs and programming in @leanprover. RT≠PV/n
AIP 2015 Helsinki @2015Aip
25 Followers 93 Following The Applied Inverse Problems (AIP) conference series is the premier scientific meeting of the field, organized every two years.
Alistair McEwan @alistair_mcewan
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John A Gunnels @jagunnels
686 Followers 1K Following Father, Researcher/DE/Mgr/Coder, Dog Owner, NVIDIAN, Ex-{IBM,AWS}, HPC (Knowledgeable), AI (Competent), Math (Educated), and Quantum (Entangled). Opinions mine.
Lukas F Lang @lukaslang
155 Followers 261 Following Head of Data Science and AI. Passionate about maths, science & data. Currently @voestalpine, previously @cambridge_uni @oeaw @univienna @tuvienna (he/him, 🇪🇺)
Gruntman Eyal @EGruntman
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ICIAM 2023 Tokyo @iciam2023
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Manuel Baumann @ManuelMBaumann
273 Followers 937 Following RnD @Dassault3DS | Priviously: Researcher @PhilipsResearch (MRF☝️🖨️) and PostDoc @maxplanckpress (power grids ⚡) | PhD in numerical analysis from @tudelft 🎓.
Nicholas Dwork @ndwork
575 Followers 438 Following Asst. Prof at CU Anschutz; PhD in Electrical Engineering. Work: Biomedical imaging. Hobby: macroecon based investing. All opinions are my own.
Malena Espanol @EspanolMalena
1K Followers 900 Following Assistant Professor of Computational Math at @ASU | Argentine-American | Tweets in Spanish/English | She/her
David L Barack @DLBarack
2K Followers 2K Following Philosopher and neuroscientist. He/his/him. Type 1 diabetic #T1D. https://t.co/rer19elhHj
Nature Communications @NatureComms
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Boris Shustin @BShustin
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Cristina Cornelio @Cristina__C
89 Followers 48 Following
Lorena Barba @labarba.. @LorenaABarba
10K Followers 1K Following Engineering professor, computational scientist, jazz buff, techie, academic writer & font geek. Editor: @cisemag @OpenEngr @ReScienceEds @JOSE_TheOJ
Sven Leyffer @SvenLeyffer
2K Followers 373 Following I am a computational mathematician at Argonne National Laboratory working on large-scale nonlinear optimization.
Alek Sobczyk @AleksandrosSob1
358 Followers 370 Following IBM Research and ETH Zurich. Views are my own. Algorithms.
Sabine Hossenfelder @skdh
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Sivan Toledo @Sivan_Toledo
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megan peters 🧠 on .. @meganakpeters
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PHD Comics @PHDcomics
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Earl T Campbell @earltcampbell
4K Followers 624 Following Quantum wizardry // VP of Quantum Science @riverlane_io & opinions are mine // senior lecturer @sheffielduni.False statement, read my papers instead of inventing opinions I do not hold and have never voiced. x.com/jrgange/status…
Understanding the Capabilities of Large Language Models for Automated Planning arxiv.org/abs/2305.16151 ✍️@VishalPallagani @keerthi166 @frossi_t @biplav_s @InverseProblems @aloreggia et al. via @arxiv #AI #LLMs #capabilities #automation #planning ℹ️ Automated planning is…
Closing ceremony at #ICIAM2023 Thank you @iciam2023
Happening now @ #ICIAM2023: Yousef Saad of @UMNews is delivering the 2023 John von Neumann Lecture - join us in building D!
Yousef Saad, @UMNews, is the recipient of the 2023 John von Neumann Prize. Dr. Saad will be awarded the John von Neumann Prize and deliver the associated lecture tomorrow, August 22 at 7:45 p.m. JST at #ICIAM2023. Congratulations, Dr. Saad! Learn more: sinews.siam.org/Details-Page/y…
Engaging plenary talk by @AlfioQuarteroni at #ICIAM2023 in #Tokyo! ICIAM Lagrange Prize Lecture "THE PULSE OF MATH" @mox_lab @polimi @ICIAMnews @iciam2023 #LagrangePrize #AppliedMath
Congratulations to SIAM Fellow and former SIAM President Cleve Moler of @MathWorks, who is the inaugural recipient of the newly-established ICIAM Industry Prize! He's leading an exploration of #matrices in building D at @iciam2023; stop by if you're here! #ICIAM2023
Congratulations to #ICIAM2023 winners! 🥳🥳👏🏼👏🏼👏🏼
SIAM Member and Fellow Michele Benzi kicks off day 5 of #ICIAM2023 with his talk “Matrix Functions and the Analysis of Complex Networks." Join us in building B101 and learn more about his talk: iciam2023.org/3488#Benzi #matrixfunctions
Congratulations to SIAM Fellow @AlfioQuarteroni of @polimi, who was honored with the ICIAM Lagrange Prize at @iciam2023 in Tokyo! He is delivering an associated prize lecture on "The Pulse of #Math." Read more about his research here: iciam2023.org/3488#Quarteroni #ICIAM2023
Giving a talk later today on mixed-integer least squares formulations of the GNSS snapshot positioning problem. #ICIAM2023
Don't forget to stop by the SIAM booth at #ICIAM2023 in building E to get discounts on books and membership. Visit us at our booth to learn more!
It is always great to see my amazing academic sister, Elizabeth Newman. #ICIAM2023
Tonight at 7:45 p.m. JST, SIAM Member and Fellow Ingrid Daubechies is delivering an invited lecture titled “Old-fashioned Machine Learning: Using Diffusion Methods to Learn Underlying Structure” at #ICIAM2023 in room B101 - make sure to stop by! iciam2023.org/3488#Daubechies
One of my favorite talks at #ICIAM2023 was given by @TammyKolda
Congrats to SIAM member and SIMODS Editor-in-Chief @TammyKolda of MathSci.ai who is currently delivering an #ICIAM2023 invited lecture about randomized #algorithms for tensor decomposition! Learn more about her talk here: iciam2023.org/3488#Kolda @iciam2023
SIAM member @InverseProblems of @IBMResearch is delivering his talk, “Should we Derive or Let the Data Drive? Symbiotizing Data-driven Learning and Knowledge-based Reasoning to Accelerate Symbolic Discovery” at #ICIAM2023. Join us in congratulating him on his invited lecture!
@InverseProblems referencing Bacon and Descartes at #ICIAM2023 @iciam2023
More details in the paper and the SI! Check it out: nature.com/articles/s4146… website: ai-descartes.github.io #AIReasoning #Regression #ML #AI #ScientificDiscovery #AI4science #ScientificTheories @trjosephson @InverseProblems @IBMResearch @samsungresearch @UMBC_CBEE @UMNChemistry
Excited to share our paper in @NatureComms! A culmination of 5 years working with folks at @IBMResearch to build #AI for discovering *and deriving* theories in science.
Our paper is out in @NatureComms! We introduce AI-Descartes, an AI tool that uses both data and background theory for scientific discovery. Symbolic Regression, an #ML technique, generates formulas and an automated theorem prover checks their derivability.
.@Cristina__C, @InverseProblems et al. propose a method that derives scientifically meaningful symbolic formulas by combining symbolic #regression with logical #reasoning. #AI #ML #GettingApplied @samsungresearch @IBMResearch @UMBC_CBEE @UMNChemistry nature.com/articles/s4146…
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