concentration inequalities
Concentration Inequalities of Random Matrices and Solving Ptychography with a Convex Relaxation
... trix concentration inequalities extends from the method of exchangeable pairs [51] for developing scalar concentration inequalities that we mentioned in Chapter ...
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Concentration Inequalities for the Missing Mass and for Histogram Rule Error
... distribution-free concentration inequalities for the missing mass and the error rate of histogram ...these concentration prob- lems to concentration questions about independent ...standard ...
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A note on using Concentration Inequalities for sampling without replacement to bound future rewards
... these concentration inequalities which are developed to bound the sample mean in the context of sampling without replacement, can be used for bounding future samples in the context of sampling with ...
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Concentration inequalities for empirical processes of linear time series
... Remark 17 In literature, many concentration inequalities for time series are derived under various mixing conditions (see, for example, Mohri and Rostamizadeh (2010)). Since mixing and our model (3) cover ...
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An Exponential Tail Bound for the Deleted Estimate
... in concentration inequalities, and using a notion of stability that is weaker than uniform stability but distribution dependent and amenable to computation, we derive an exponential tail bound for the ...
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Limit theorems and inequalities via martingale methods
... periodogram. Concentration inequalities can be used to obtain an almost sure central limit theorem from the usual central limit theorem (see Chazottes, Collet and Schmitt ...if concentration ...
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Theoretical Analysis of Cross-Validation for Estimating the Risk of the $k$-Nearest Neighbor Classifier
... the concentration rates measured in terms of ...exponential concentration inequalities for the LpO estimator applying whatever the value of the ratio p/n ∈ (0, ...
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Transportation inequalities for non globally dissipative SDEs with jumps via Malliavin calculus and coupling
... The remainder of the paper is organized as follows. In Section 3 we present an extension of the results from [27] regarding couplings of solutions to SDEs driven by pure jump L´ evy noise. In Section 4 we explain how to ...
41
Uncertainty Quantification Using Concentration of Measure Inequalities
... the concentration-of-measure inequalities supply a sufficiently tight upper bound on the ...simplest concentration-of-measure inequalities, namely, those based on Hoeffding’s inequality, can ...
204
Compound Poisson point processes, concentration and oracle inequalities
... some concentration inequalities for discrete compound Poisson point process (negative binomial random variable with unknown dispersion is a significant ...These concentration inequalities are ...
28
A comparative analysis of socioeconomic inequities in stunting: a case of three middle-income African countries
... are inequalities [42], they are con- sidered inequities if the differences are of preventable na- ture and are thus deemed unfair and ...considered inequalities, they are in fact inequities because they ...
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Refinements and generalizations of certain inequalities involving trigonometric and hyperbolic functions
... Abstract. Inequalities involving trigonometric and hyperbolic functions are ...of inequalities proved by Adamovi´ c and Mitrinovi´ c, Cusa, Huygens, Lazarevi´ c and ...
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Johan Mackenbach, awarded an honorary doctorate for his work on health inequalities, in a discussion of burning issues in tackling health inequalities
... income inequalities between social strata, but have not contributed so much to the reduc- tion of health inequalities ...eliminated inequalities in ma- terial well-being, such as economic resources ...
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About the sharpness of the Jensen inequality
... The Jensen inequality plays an important role in obtaining inequalities for divergences between probability distributions, and there are many papers dealing with inequalities for diverge[r] ...
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A Schrödinger type algorithm for solving the Schrödinger equations via Phragmén–Lindelöf inequalities
... Phragmén–Lindelöf inequalities, the underlying system of inequalities was reformulated as a system of smooth equations, and a Schrödinger-type method was proposed to solve it iteratively so that a solution ...
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19. New Inequalities Using Fractional Q-Integrals Theory
... The integral inequalities play a fundamental role in the theory of differential equations. Significant development in this area has been achieved for the last two decades. For details, we refer to [12, 13, 16, 22, ...
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Solution Building for Arbitrary System of Linear Inequalities in an Explicit Form
... solve the corresponding problem of linear programming (LP). However, we are interested in the complete cleanup of matrix in the framework of orthogonal projecting pro- cedure (OPP), when inequalities number rapid ...
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On the Monotonicity and Log Convexity of a Four Parameter Homogeneous Mean
... A four-parameter homogeneous mean Fp, q; r, s; a, b is defined by another approach. The criterion of its monotonicity and logarithmically convexity is presented, and three refined chains of inequalities for ...
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On certain discrete inequalities and their continous analogues
... We have also considered analogues of inequalities of MUller and Redheffer and have used these inequalities to ·derive a necessary and sufficient condition on ordere[r] ...
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Income inequities in end-of-life health care spending in British Columbia, Canada: A cross-sectional analysis, 2004-2006
... The concentration of hospital spending among those of lower incomes may be reflective of trade-offs in care between specialist services, general practitioners, and hospitals, or substitution of hospital care for ...
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