Results 21 to 30 of about 5,826,395 (224)
MathematicsWe study strong laws of large numbers in a non-linear framework based on conditional sub-additive expectations and conditional sub-additive capacities. Using an axiomatic approach to conditional sub-additive expectation, we establish a conditional Hájek ...
Nyanga Honda Masasila, István Fazekas
doaj +2 more sources
Dynamic Expectation Maximization Algorithm for Estimation of Linear Systems with Colored Noise
Entropy, 2021 The free energy principle from neuroscience has recently gained traction as one of the most prominent brain theories that can emulate the brain’s perception and action in a bio-inspired manner.
Ajith Anil Meera, Martijn Wisse
doaj +2 more sources
The Moments of the Maximum of Normalized Partial Sums Related to Laws of the Iterated Logarithm Under the Sub-Linear Expectation∗ [PDF]
Social Science Research Network, 2022 Let {Xn;n ≥ 1} be a sequence of independent and identically distributed random variables on a sub-linear expectation space (Ω,H , Ê), Sn = X1+ . . .+Xn. We consider the moments of maxn≥1 |Sn|/ √ 2n log logn.
Li-Xin Zhang
semanticscholar +2 more sources
Random pruning: channel sparsity by expectation scaling factor [PDF]
PeerJ Computer Science, 2023 Pruning is an efficient method for deep neural network model compression and acceleration. However, existing pruning strategies, both at the filter level and at the channel level, often introduce a large amount of computation and adopt complex methods ...
Chuanmeng Sun +4 more
doaj +2 more sources
Applied Mathematics-A Journal of Chinese Universities, 2021 In this paper, we investigate the central limit theorem and the invariance principle for linear processes generated by a new notion of independently and identically distributed (IID) random variables for sub-linear expectations initiated by Peng [ 19 ...
Wei Liu, Yong Zhang
semanticscholar +2 more sources
Moderate deviation principle for $ m $-dependent random variables under the sub-linear expectation
AIMS Mathematics, 2022 Let $ \{X_n, n\geq1\} $ be a sequence of $ m $-dependent strictly stationary random variables in a sub-linear expectation $ (\Omega, \mathcal{H}, \mathbb{E}) $. In this article, we give the definition of $ m $-dependent sequence of random variables under
Shuang Guo, Yong Zhang
semanticscholar +1 more source
Molecules, 2021 The expectation that antimony (Sb) compounds should display phosphorescence emissions based on the “heavy element effect” prompted our interest in the introduction of antimony to a biaryl as the bridging atom in a fused heterole system.
Mio Matsumura +7 more
doaj +1 more source
A new proof for the generalized law of large numbers under Choquet expectation
Journal of Inequalities and Applications, 2020 In this article, we employ the elementary inequalities arising from the sub-linearity of Choquet expectation to give a new proof for the generalized law of large numbers under Choquet expectations induced by 2-alternating capacities with mild assumptions.
Jing Chen, Zengjing Chen
doaj +1 more source
The linear conditional expectation in Hilbert space [PDF]
, 2021 The linear conditional expectation (LCE) provides a best linear (or rather, affine) estimate of the conditional expectation and hence plays an important rôle in approximate Bayesian inference, especially the Bayes linear approach.
Sprungk, Björn +6 more
core +1 more source
Machine Learning-Aided Prediction of Post-Fire Shear Resistance Reduction of Q690 HSS Plate Girders
Buildings, 2022 Fire has significant effects on the residual resistance of steel structures. It is necessary to accurately clarify its effects on Q690 HSS plate girders, which have been widely used. In this paper, the ultimate resistance and effective service resistance
Guiwen Liu +4 more
doaj +1 more source