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Symmetrization argument for dependent variables

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#probability #inequality #reference-request #expectation #empirical-processes
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A puzzle in almost sure convergence

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Empirical vs Analytical?

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#numerical-methods #machine-learning #empirical-processes
319
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Concentration inequalities on the supremum of average

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#probability #probability-theory #stochastic-processes #concentration-of-measure #empirical-processes
131
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Weak convergence of function composition

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#probability #functional-analysis #convergence-divergence #empirical-processes
127
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Finding the appropriate law of large numbers

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#probability #asymptotics #law-of-large-numbers #empirical-processes
38
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Bracketing functions for bivariate distribution function

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#stochastic-processes #uniform-convergence #empirical-processes
236
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Reference Request for VC Classes of Functions

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#combinatorics #reference-request #machine-learning #empirical-processes
151
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Integration by parts with empirical measure

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#integration #probability-theory #measure-theory #regression #empirical-processes
202
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Donsker theorem - two samples

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#statistics #convergence-divergence #empirical-processes
36
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Probability bound for the tail of a random serie

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#probability-theory #stochastic-processes #asymptotics #empirical-processes
269
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Proving a martingale property of the empirical distribution function

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#probability-theory #martingales #empirical-processes
147
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Convergence of ess-sup w.r.t. a sequence of empirical measures

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#real-analysis #probability #random-variables #empirical-processes
362
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Why are independence and mean-zero necessary for the symmetrization lemma to hold?

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#statistics #random-matrices #empirical-processes
90
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Understanding a step in a proof involving an empirical process (machine learning)

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#probability-theory #statistics #machine-learning #empirical-processes

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