Results 21 to 30 of about 3,003 (256)
Empirical entropy, minimax regret and minimax risk [PDF]
Bernoulli, 2017 We consider the random design regression model with square loss. We propose a method that aggregates empirical minimizers (ERM) over appropriately chosen random subsets and reduces to ERM in the extreme case, and we establish sharp oracle inequalities for its risk. We show that, under the $\varepsilon^{-p}$ growth of the empirical $\varepsilon$-entropy,
Rakhlin, Alexander +2 more
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Convergence of Smoothed Empirical Measures With Applications to Entropy Estimation [PDF]
IEEE Transactions on Information Theory, 2020 This paper studies convergence of empirical measures smoothed by a Gaussian kernel. Specifically, consider approximating $P\ast\mathcal{N}_σ$, for $\mathcal{N}_σ\triangleq\mathcal{N}(0,σ^2 \mathrm{I}_d)$, by $\hat{P}_n\ast\mathcal{N}_σ$, where $\hat{P}_n$ is the empirical measure, under different statistical distances.
Ziv Goldfeld +3 more
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A Fuzzy Entropy-Based Group Consensus Measure for Financial Investments
Mathematics, 2023 This study presents a novel, fuzzy entropy-based approach to the measurement of consensus in group decision making. Here, the basic assumption is that the decision inputs are the ‘yes’ or ‘no’ votes of group members on a financial investment that has a ...
József Dombi +2 more
doaj +1 more source
Entropy conditions for L r -convergence of empirical processes [PDF]
Advances in Computational Mathematics, 2008 Let \(P_n\) be the empirical measure for a sample of \(n\) independent random elements with joint distribution \(P\). Furthermore, let \({\mathcal F}\) be a class of real-valued (bounded) functions defined on the sample space. Then it is known that \(\sup_{f\in {\mathcal F}}|P_nf - Pf| \to 0\) almost surely provided that \({\mathcal F}\) admits a ...
Andrea Caponnetto +2 more
openaire +1 more source
Entropy, 2016 Additional entropy generation rates through non-equilibrium ordered structures are predicted for corner flows with sidewall mass injection. Well-defined non-equilibrium ordered structures are predicted at a normalized vertical station of approximately ...
LaVar King Isaacson
doaj +1 more source
Random Noise Suppression Method of Micro-Seismic Data Based on CEEMDAN-FE-TFPF
Applied Sciences, 2022 As rock fractures caused by micro-seismic events has potential safety hazards to underground workers, it is often necessary to accurately locate the micro-seismic source for hidden danger investigation.
Jianting Chen +5 more
doaj +1 more source
Entropy Generation through Deterministic Spiral Structures in a Corner Boundary-Layer Flow
Entropy, 2015 It is shown that nonlinear interactions between boundary layers on adjacent corner surfaces produce deterministic stream wise spiral structures. The synchronization properties of nonlinear spectral velocity equations of Lorenz form yield clearly defined ...
LaVar King Isaacson
doaj +1 more source
Entropy-based analysis and bioinformatics-inspired integration of global economic information transfer. [PDF]
PLoS ONE, 2013 The assessment of information transfer in the global economic network helps to understand the current environment and the outlook of an economy. Most approaches on global networks extract information transfer based mainly on a single variable. This paper
Jinkyu Kim +4 more
doaj +1 more source
Entropy, 2022 The vapor pressures of six solid 5-X-1,10-phenanthrolines (where X = Cl, CH3, CN, OCH3, NH2, NO2) were determined in suitable temperature ranges by Knudsen Effusion Mass Loss (KEML).
Bruno Brunetti +6 more
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Entropy, 2016 Results are presented for an innovative computational procedure that predicts time-dependent instabilities and deterministic ordered structures in three-dimensional steady-state laminar boundary-layer flows.
LaVar King Isaacson
doaj +1 more source