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98
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NIPS
2001
15 years 1 months ago
Generalization Performance of Some Learning Problems in Hilbert Functional Spaces
We investigate the generalization performance of some learning problems in Hilbert functional Spaces. We introduce a notion of convergence of the estimated functional predictor to...
T. Zhang
96
Voted
SIAMMA
2010
97views more  SIAMMA 2010»
14 years 7 months ago
Estimates on Path Functionals over Wasserstein Spaces
In this paper we consider the class a functionals (introduced in [BBS]) Gr,p() defined on Lipschitz curves valued in the p-Wasserstein space. The problem considered is the followi...
S. Bianchini, A. Brancolini
65
Voted
AMC
2004
95views more  AMC 2004»
15 years 11 days ago
On lacunary invariant sequence spaces defined by a sequence of modulus functions
Abstract. The purpose of this paper is to introduce and study some sequence spaces which are defined by combining the concepts of lacunary convergence, invariant mean and the seque...
Vatan Karakaya, Necip Simsek
102
Voted
AIML
2006
15 years 1 months ago
Dynamic topological logics over spaces with continuous functions
Dynamic topological logics are combinations of topological and temporal modal logics that are used for reasoning about dynamical systems consisting of a topological space and a con...
Boris Konev, Roman Kontchakov, Frank Wolter, Micha...
81
Voted
GECCO
2004
Springer
15 years 5 months ago
Upper Bounds on the Time and Space Complexity of Optimizing Additively Separable Functions
Abstract. We present upper bounds on the time and space complexity of finding the global optimum of additively separable functions, a class of functions that has been studied exten...
Matthew J. Streeter