Matching theorems and empirical discrepancy computations using majorizing measures
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- by M. Talagrand
- J. Amer. Math. Soc. 7 (1994), 455-537
- DOI: https://doi.org/10.1090/S0894-0347-1994-1227476-X
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Abstract:
We give explicit constructions of certain majorizing measures. These constructions allow us to give a unified proof of deep matching theorems of Ajtai, Komlòs, and Tusnàdy, of Leighton and Shor, and of Shor, as well as of more precise and more general results in a similar spirit.References
- M. Ajtai, J. Komlós, and G. Tusnády, On optimal matchings, Combinatorica 4 (1984), no. 4, 259–264. MR 779885, DOI 10.1007/BF02579135
- Simeon M. Berman, Some continuity properites of Brownian motion with the time parameter in Hilbert space, Trans. Amer. Math. Soc. 131 (1968), 182–198. MR 221593, DOI 10.1090/S0002-9947-1968-0221593-X
- Simeon M. Berman, Harmonic analysis of local times and sample functions of Gaussian processes, Trans. Amer. Math. Soc. 143 (1969), 269–281. MR 248905, DOI 10.1090/S0002-9947-1969-0248905-6
- E. G. Coffman Jr. and P. W. Shor, A simple proof of the $O(\sqrt n\log ^{3/4}n)$ upright matching bound, SIAM J. Discrete Math. 4 (1991), no. 1, 48–57. MR 1090288, DOI 10.1137/0404005
- R. M. Dudley, The sizes of compact subsets of Hilbert space and continuity of Gaussian processes, J. Functional Analysis 1 (1967), 290–330. MR 0220340, DOI 10.1016/0022-1236(67)90017-1
- Evarist Giné and Joel Zinn, Some limit theorems for empirical processes, Ann. Probab. 12 (1984), no. 4, 929–998. With discussion. MR 757767
- Wassily Hoeffding, Probability inequalities for sums of bounded random variables, J. Amer. Statist. Assoc. 58 (1963), 13–30. MR 144363 R. M. Karp, M. Luby, and A. Marcheti-Spaccamela, Probabilistic analysis of multidimensional bin packing problems, Proceedings of the 16th ACM Sympos. on Theory of Computing, A.C.M., New York, 1984, pp. 289-298.
- Michel Ledoux and Michel Talagrand, Probability in Banach spaces, Ergebnisse der Mathematik und ihrer Grenzgebiete (3) [Results in Mathematics and Related Areas (3)], vol. 23, Springer-Verlag, Berlin, 1991. Isoperimetry and processes. MR 1102015, DOI 10.1007/978-3-642-20212-4
- T. Leighton and P. Shor, Tight bounds for minimax grid matching with applications to the average case analysis of algorithms, Combinatorica 9 (1989), no. 2, 161–187. MR 1030371, DOI 10.1007/BF02124678
- Robert Osserman, The isoperimetric inequality, Bull. Amer. Math. Soc. 84 (1978), no. 6, 1182–1238. MR 500557, DOI 10.1090/S0002-9904-1978-14553-4
- Christos H. Papadimitriou and Kenneth Steiglitz, Combinatorial optimization: algorithms and complexity, Prentice-Hall, Inc., Englewood Cliffs, N.J., 1982. MR 663728
- WanSoo T. Rhee and Michel Talagrand, Exact bounds for the stochastic upward matching problem, Trans. Amer. Math. Soc. 307 (1988), no. 1, 109–125. MR 936807, DOI 10.1090/S0002-9947-1988-0936807-0
- Carsten Schütt, Entropy numbers of diagonal operators between symmetric Banach spaces, J. Approx. Theory 40 (1984), no. 2, 121–128. MR 732693, DOI 10.1016/0021-9045(84)90021-2 P. W. Shor, Random planar matching and bin packing, Ph.D. thesis, M.I.T., 1985. —, private communications. —, How to pack better than Best fit: Tight bounds for average-case on-line bin packing, Proc. 32nd Sympos. on Foundations of Computer Science, IEEE Computer Soc. Press, New York, 1991, pp. 752-759.
- P. W. Shor and J. E. Yukich, Minimax grid matching and empirical measures, Ann. Probab. 19 (1991), no. 3, 1338–1348. MR 1112419
- Michel Talagrand, Regularity of Gaussian processes, Acta Math. 159 (1987), no. 1-2, 99–149. MR 906527, DOI 10.1007/BF02392556
- Michel Talagrand, An isoperimetric theorem on the cube and the Kintchine-Kahane inequalities, Proc. Amer. Math. Soc. 104 (1988), no. 3, 905–909. MR 964871, DOI 10.1090/S0002-9939-1988-0964871-7
- Michel Talagrand, Sample boundedness of stochastic processes under increment conditions, Ann. Probab. 18 (1990), no. 1, 1–49. MR 1043935 A. C. Zaneen, Linear analysis, North-Holland, Amsterdam, 1953.
Bibliographic Information
- © Copyright 1994 American Mathematical Society
- Journal: J. Amer. Math. Soc. 7 (1994), 455-537
- MSC: Primary 60C05; Secondary 60D05
- DOI: https://doi.org/10.1090/S0894-0347-1994-1227476-X
- MathSciNet review: 1227476