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Geometry of \(\ell _p^n\,\text{-Balls}\): Classical Results and Recent Developments

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High Dimensional Probability VIII

Part of the book series: Progress in Probability ((PRPR,volume 74))

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Abstract

In this article we first review some by-now classical results about the geometry of p-balls \(\mathbb {B}_p^n\) in \(\mathbb {R}^n\) and provide modern probabilistic arguments for them. We also present some more recent developments including a central limit theorem and a large deviations principle for the q-norm of a random point in \(\mathbb {B}_p^n\). We discuss their relation to the classical results and give hints to various extensions that are available in the existing literature.

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References

  1. D. Alonso-Gutiérrez, J. Prochno, C. Thäle, Large deviations for high-dimensional random projections of \(\ell _{p}^{n}\)-balls. Adv. Appl. Math. 99, 1–35 (2018)

    Google Scholar 

  2. M. Anttila, K. Ball, I. Perissinaki, The central limit problem for convex bodies. English. Trans. Am. Math. Soc. 355(12), 4723–4735 (2003)

    Article  MathSciNet  Google Scholar 

  3. S. Artstein-Avidan, A. Giannopoulos, V. Milman, Asymptotic Geometric Analysis. Part I. Mathematical Surveys and Monographs, vol. 202 (American Mathematical Society, Providence, 2015), pp. xx+451

    Google Scholar 

  4. F. Barthe, O. Guédon, S. Mendelson, A. Naor, A probabilistic approach to the geometry of the \(l_{p}^{n}\)-ball. Ann. Probab. 33(2), 480–513 (2005)

    Google Scholar 

  5. S. Brazitikos, A. Giannopoulos, P. Valettas, B.-H. Vritsiou, Geometry of Isotropic Convex Bodies. Mathematical Surveys and Monographs, vol. 196 (American Mathematical Society, Providence, 2014), pp. xx+594

    Google Scholar 

  6. A. Dembo, O. Zeitouni, Large Deviations. Techniques and Applications. Stochastic Modelling and Applied Probability, vol. 38. Corrected reprint of the second (1998) edition (Springer, Berlin, 2010), pp. xvi+396

    Google Scholar 

  7. F. den Hollander, Large Deviations. Fields Institute Monographs, vol. 14 (American Mathematical Society, Providence, 2000), pp. x+143

    Google Scholar 

  8. P. Dirichlet, Sur une nouvelle méthode pour la détermination des intégrales multiples. J. Math. Pures Appl. 4, 164–168 (1839)

    Google Scholar 

  9. N. Gantert, S. Kim, K. Ramanan, Large deviations for random projections of p balls. Ann. Probab. 45(6B), 4419–4476 (2017)

    Article  MathSciNet  Google Scholar 

  10. Z. Kabluchko, J. Prochno, C. Thäle, Exact asymptotic volume and volume ratio of Schatten unit balls. ArXiv e-prints (Apr. 2018). arXiv: 1804.03467 [math.FA]

    Google Scholar 

  11. Z. Kabluchko, J. Prochno, C. Thäle, Intersection of unit balls in classical matrix ensembles. Israel J. Math. (to appear). ArXiv e-prints (Apr. 2018). arXiv: 1804.03466 [math.FA]

    Google Scholar 

  12. Z. Kabluchko, J. Prochno, C. Thäle, Sanov-type large deviations in Schatten classes. Ann. Inst. H. Poincaré Probab. Statist. (to appear). ArXiv e-prints (Aug. 2018). arXiv: 1808.04862 [math.PR]

    Google Scholar 

  13. Z. Kabluchko, J. Prochno, C. Thäle, High-dimensional limit theorems for random vectors in \(\ell _{p}^{n}\)-balls. Commun. Contemp. Math. 21, 1750092 (2019)

    Article  MathSciNet  Google Scholar 

  14. O. Kallenberg, Foundations of Modern Probability, Second. Probability and Its Applications (Springer, New York, 2002), pp. xx+638

    Book  Google Scholar 

  15. S. Kim, Problems at the interface of probability and convex geometry: random projections and constrained processes. Ph.D. thesis. Brown University, 2017

    Google Scholar 

  16. S. Kim, K. Ramanan, A conditional limit theorem for high-dimensional p spheres. ArXiv e-prints (Sept. 2015). arXiv: 1509.05442 [math.PR]

    Google Scholar 

  17. A. Naor, The surface measure and cone measure on the sphere of \(\ell _{p}^{n}\). Trans. Am. Math. Soc. 359(3), 1045–1079 (2007)

    Google Scholar 

  18. A. Naor, D. Romik, Projecting the surface measure of the sphere of \(\ell _{p}^{n}\). English. Ann. Inst. Henri Poincaré, Probab. Stat. 39(2), 241–261 (2003)

    Google Scholar 

  19. G. Pisier, The Volume of Convex Bodies and Banach Space Geometry (Cambridge University Press, Cambridge, 1999)

    MATH  Google Scholar 

  20. S. Rachev, L. Rüschendorf, Approximate independence of distributions on spheres and their stability properties. Ann. Probab. 19(3), 1311–1337 (1991)

    Article  MathSciNet  Google Scholar 

  21. G. Schechtman, M. Schmuckenschläger, Another remark on the volume of the inter-section of two \(l_{p}^{n}\) balls, in Geometric Aspects of Functional Analysis (1989–90), vol. 1469. Lecture Notes in Mathematics (Springer, Berlin, 1991), pp. 174–178

    Google Scholar 

  22. G. Schechtman, J. Zinn, On the volume of the intersection of two \(l_{p}^{n}\)balls. Proc. Am. Math. Soc. 110(1), 217–224 (1990)

    Google Scholar 

  23. M. Schmuckenschläger, Volume of intersections and sections of the unit ball of \(\ell _{p}^{n}\). Proc. Am. Math. Soc. 126(5), 1527–1530 (1998)

    Google Scholar 

  24. M. Schmuckenschläger, CLT and the volume of intersections of \(\ell _{p}^{n}\)-balls. English. Geom. Dedicata 85(1–3), 189–195 (2001)

    Google Scholar 

  25. D. Voiculescu, The analogues of entropy and of Fisher’s information measure in free probability theory. I. Commun. Math. Phys. 155(1), 71–92 (1993)

    Article  MathSciNet  Google Scholar 

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Correspondence to Joscha Prochno .

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Prochno, J., Thäle, C., Turchi, N. (2019). Geometry of \(\ell _p^n\,\text{-Balls}\): Classical Results and Recent Developments. In: Gozlan, N., Latała, R., Lounici, K., Madiman, M. (eds) High Dimensional Probability VIII. Progress in Probability, vol 74. Birkhäuser, Cham. https://doi.org/10.1007/978-3-030-26391-1_9

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