Results 21 to 30 of about 4,073 (243)
Impulse Neuron and Cellular Neural Automaton are Asymptotically Equivalent
Моделирование и анализ информационных систем, 2014 In the article, it is established the asymptotic equivalence of dynamics of the neural networks consisting of the impulse neurons and the neural networks built of the neural cellular automata of different kinds (autogenerators and detectors).
V. D. Kopylov +2 more
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Scaling Up Q-Learning via Exploiting State–Action Equivalence
Entropy, 2023 Recent success stories in reinforcement learning have demonstrated that leveraging structural properties of the underlying environment is key in devising viable methods capable of solving complex tasks.
Yunlian Lyu +3 more
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Asymptotic equivalence of quantum stochastic models [PDF]
Journal of Mathematical Physics, 2019 We introduce the notion of perturbations of quantum stochastic models using the series product and establish the asymptotic convergence of sequences of quantum stochastic models under the assumption that they are related via a right series product perturbation.
Luc Bouten, John E. Gough
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New Equivalence Tests for Hardy–Weinberg Equilibrium and Multiple Alleles
Stats, 2020 We consider testing equivalence to Hardy−Weinberg Equilibrium in case of multiple alleles. Two different test statistics are proposed for this test problem. The asymptotic distribution of the test statistics is derived.
Vladimir Ostrovski
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Multistep Forecast Averaging with Stochastic and Deterministic Trends
Econometrics, 2023 This paper presents a new approach to constructing multistep combination forecasts in a nonstationary framework with stochastic and deterministic trends.
Mohitosh Kejriwal +2 more
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Optimal asymptotic cloning machines
New Journal of Physics, 2014 We pose the question whether the asymptotic equivalence between quantum cloning and quantum state estimation, valid at the single-clone level, still holds when all clones are examined globally.
Giulio Chiribella, Yuxiang Yang
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Asymptotic Equivalence for Nonparametric Regression
, 2002 We consider a nonparametric model $\mathcal{E}^{n},$ generated by independent observations $X_{i},$ $i=1,...,n,$ with densities $p(x,θ_{i}),$ $i=1,...,n,$ the parameters of which $θ_{i}=f(i/n)\in Θ$ are driven by the values of an unknown function $f:[0,1]\rightarrow Θ$ in a smoothness class.
Grama, Ion, Nussbaum, Michael
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Asymptotically unitary equivalence and asymptotically inner automorphisms [PDF]
American Journal of Mathematics, 2009 Let $C$ be a unital AH-algebra and let $A$ be a unital separable simple $C^*$-algebra with tracial rank zero. Suppose that $\phi_1, \phi_2\colon \ C\to A$ are two unital monomorphisms. We show that there is a continuous path of unitaries $\{u_t\colon \ t\in [0, \infty)\}$ of $A$ such that $$ \lim_{t\to\infty}u_t^*\phi_1(a)u_t=\phi_2(a)\quad\hbox{\rm ...
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Asymptotic -Algebras from -Actions on Higher Rank Graphs
Abstract and Applied Analysis, 2013 For a dynamical system arising from -action on a higher rank graph with finite vertex set, we show that the semidirect product of the asymptotic equivalence relation groupoid is essentially principal if and only if the -graph satisfies the aperiodic ...
Inhyeop Yi
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Background risk model in presence of heavy tails under dependence
Nonlinear AnalysisIn this paper, we examine two problems on applied probability, which are directly connected with the dependence in presence of heavy tails. The first problem is related to max-sum equivalence of the randomly weighted sums in bivariate setup. Introducing
Dimitrios G. Konstantinides +1 more
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