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An important part of the legacy of Evarist Gin\'e is his fundamental contributions to our understanding of $U$-statistics and $U$-processes.
A class of statistics with asymptotically normal distribution
Hoeffding, W. (1948) · 1948
Earlier work this paper cites.
Probability inequalities for sums of bounded random variables
Hoeffding, W. (1963) · 1963
Earlier work this paper cites.
Problem complexity and method efficiency in optimization
Nemirovsky, A. and D. Yudin (1983) · 1983
Earlier work this paper cites.
One-dimensional stable distributions
Zolotarev, V. (1986) · 1986
Earlier work this paper cites.
Decoupling and Khintchine’s inequalities for U {U} -statistics
de la Peña, V. H. (1992) · 1992
Earlier work this paper cites.
Limit theorems for U U -processes
Arcones, M. A. and E. Giné (1993) · 1993
Earlier work this paper cites.
Decoupling: from dependence to independence
de la Peña, V. and E. Giné (1999) · 1999
Earlier work this paper cites.
Smooth discrimination analysis
Mammen, E. and A. Tsybakov (1999) · 1999
Cited alongside, same era.
Exponential and moment inequalities for U-statistics
Giné, E., R. Latała, and J. Zinn (2000) · 2000
Cited alongside, same era.
The space complexity of approximating the frequency moments
Alon, N., Y. Matias, and M. Szegedy (2002) · 2002
Cited alongside, same era.
Statistical inference on graphs
Biau, G. and K. Bleakley (2006) · 2006
Cited alongside, same era.
Ranking and empirical minimization of u-statistics
Clémençon, S., G. Lugosi, and N. Vayatis (2008) · 2008
Cited alongside, same era.
Quadratic semiparametric von Mises calculus
Robins, J., L. Li, E. Tchetgen, and A. van der Vaart (2009) · 2009
Cited alongside, same era.
Challenging the empirical mean and empirical variance: a deviation study
Catoni, O. (2012) · 2012
Later among the works it cites.
Badits with heavy tail
Bubeck, S., N. Cesa-Bianchi, and G. Lugosi (2013) · 2013
Later among the works it cites.
Approximate loss minimization with heavy tails
Hsu, D. and S. Sabato (2013) · 2013
Later among the works it cites.
A statistical view of clustering performance through the theory of U {U} -processes
Clémençon, S. (2014) · 2014
Later among the works it cites.
Geometric median and robust estimation in Banach spaces
Minsker, S. (2015) · 2015
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Stable Distributions - Models for Heavy Tailed Data
Nolan, J. P. (2015) · 2015
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Lerasle, M. and R. Oliveira (2011) · 2011
Cited alongside, same era.