inner product of multivariate Gaussian densitiesRachid BoumazaPierre SantagostiniSmail YousfiSabine DemotesMainard
国际基础科学大会-Regressing Multivariate Gaussian Distribution on Vector Covariates…… 53:38 国际基础科学大会-SchNet - A deep learning architecture for molecules and mater 48:39 国际基础科学大会-How bright is the proton? A precise determination of the photon…… ...
Geweke and Tanizaki 2003; Klein and Kneib 2016), is to approximate the target density locally by a multivariate Gaussian density. In the present context, the target density is the full conditional posterior of the log-smoothing variances. We work with the log-smoothing variances \(\rho _j=\...
These have included pure Lorentzians, which model the fundamental/theoretical line shape, pure Gaussians, which often model amorphous materials well, e.g., polymers and glasses, Gaussian-Lorentzian sum and product functions, which consist of either the sum [5] or product [4] of these two ...
The root cause was successfully detected, whereas the assumption of multivariate Gaussian distribution for the control limits of the PCA or PLS-based monitoring indices restricted their validity and adaptability to realistic process data [17]. Abdelrahman and Keikhosrokiani [18] applied a statistical ...
We present two novel solutions to this challenging optimization problem. The first solution iteratively solves two simpler sub-problems. The second solution is based on a Gaussian assumption and provides theoretical analysis of the optimality. We evaluate our optimized product quantizers in three ...
A chemiresistive-potentiometric multivariate sensor for discriminative gas detection Article Introduction SF6is a filling medium in electrical devices for insulation and arc extinguishing. When gas-insulated switchgear (GIS) has been working for a long time, some internal defects can still lead to partial...
Why is the cross product of i x i = 0? Why \binom n k=\binom{n}{n-k}? Why are Gaussians so ubiquitous? Why is it called the product rule? Why does ||ux||^2 = (ux)^t(ux) What is the purpose of the subspace? What is the purpose of doing the dot product?
add_domains(train_data) spn = learn_parametric(train_data, ds_context, min_instances_slice=20, min_features_slice=1, multivariate_leaf=True, leaves=create_cltree_leaf) ll = log_likelihood(spn, train_data) print(np.mean(ll))Cutset Networks (CNets)...
Bayesian State-Space Models: Analyze posterior distributions of random parameters in multivariate linear state-space models Risk Management Toolbox Lifetime Credit Risk Analysis: Calculate lifetime expected credit loss Fairness in Credit Scoring Example: Calculate fairness metrics and detect bias at the da...