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vls/2603nrwcece.visuallibrary.netvdArtificial intelligence and mathematics researchAMS Special Session Artificial Intelligence in Mathematics, April 20-21, 2024, University of Wisconsin-Milwaukee, Milwaukee, WisconsinAMS Special Session Artificial Intelligence in Mathematics 2024 Milwaukee, Wis.autIm, Mee SeongHerausgeberedtShaska, Tony1967-Herausgeberedttextconference publicationTextKonferenzschriftxxuXD-USProvidence, Rhode IslandAmerican Mathematical Society[2026]© 20262026monographicengprintx, 294 Seiten : Illustrationen, Diagrammeohne Hilfsmittel zu benutzenBandThis volume contains the proceedings of the 2024 Spring Central Sectional Meeting, held at the University of Wisconsin-Milwaukee, Milwaukee, WI, on April 20-21, 2024. Our motivation for this volume is to fill the void of mathematical literature in the current developments of artificial intelligence, machine learning, deep learning, geometric deep learning, geometric information theory, etc. While there are some excellent mathematical ideas in such developments, the literature is flooded by papers and books written by computer scientists and engineers that lightly touch upon these subjects, thereby missing deep mathematical understanding. This makes it difficult for anyone who wants to enter such areas of research. What is missing in the literature is exactly the theoretical mathematical background in artificial intelligence and machine learningMee Seong Im, Tony Shaska, editorsMathematicsResearchData processingArtificial intelligenceMathematicsLinear and multilinear algebra; matrix theory -- Basic linear algebra -- Vector spaces, linear dependence, rankStatistics -- Inference from stochastic processes -- Neural nets and related approachesAlgebraic geometry -- Surfaces and higher-dimensional varieties -- Calabi-Yau manifoldsSeveral complex variables and analytic spaces -- Complex manifolds -- Calabi-Yau theoryInformation and communication, circuits -- Communication, information -- Measures of information, entropyNumber theory -- Forms and linear algebraic groups -- General binary quadratic formsAlgebraic geometry -- Computational aspects in algebraic geometry -- Effectivity, complexityLinear and multilinear algebra; matrix theory -- Basic linear algebra -- Vector and tensor algebra, theory of invariantsAlgebraic geometry -- Arithmetic problems. Diophantine geometry -- Universal profinite groups (relationship to moduli spaces, projective and moduli towers, Galois theory)Angewandte MathematikApplied mathematicsArtificial intelligenceKünstliche IntelligenzMATHEMATICS / Applied510.7215A0362M4514J3232Q2594A1711E1614Q2015A7214G3297814704768612025054015158848265299376945980506441HT031474376Online-Ausgabe9781470485276Contemporary mathematics835(DE-605)HT00123681649HBZ_PADrda26051120260511135042.02606531ger https://ce.visuallibrary.net//domainresource/static/graphics/connectors/viewerLogo.gif http://193.30.112.129:83/F/?func=find-c&ccl_term=ICS%3D2606531 https://ce.visuallibrary.net/id/1393421 https://ce.visuallibrary.net/i3f/v20/1393421/manifest https://ce.visuallibrary.net/proto_ftsearch/1393421