Results 61 to 70 of about 292,102 (216)
Variational Inference in Nonconjugate Models
, 2013 Mean-field variational methods are widely used for approximate posterior inference in many probabilistic models. In a typical application, mean-field methods approximately compute the posterior with a coordinate-ascent optimization algorithm.
Blei, David M., Wang, Chong
core
Sparsity Based Methods for Overparameterized Variational Problems
, 2015 Two complementary approaches have been extensively used in signal and image processing leading to novel results, the sparse representation methodology and the variational strategy.
Bruckstein, Alfred M. +2 more
core +1 more source
On a Variational Method for Stiff Differential Equations Arising from Chemistry Kinetics
Mathematics, 2019 For the approximation of stiff systems of ODEs arising from chemistry kinetics, implicit integrators emerge as good candidates. This paper proposes a variational approach for this type of systems.
Sergio Amat +2 more
doaj +1 more source
Some Proximal Methods for Solving Mixed Variational Inequalities
Abstract and Applied Analysis, 2012 It is well known that the mixed variational inequalities are equivalent to the fixed point problem. We use this alternative equivalent formulation to suggest some new proximal point methods for solving the mixed variational inequalities.
Muhammad Aslam Noor, Zhenyu Huang
doaj +1 more source
Quantum resources of quantum and classical variational methods
Machine Learning: Science and TechnologyVariational techniques have long been at the heart of atomic, solid-state, and many-body physics. They have recently extended to quantum and classical machine learning, providing a basis for representing quantum states via neural networks.
Thomas Spriggs +3 more
doaj +1 more source
Designing rotationally invariant neural networks from PDEs and variational methods. [PDF]
Res Math Sci, 2022 Alt T +4 more
europepmc +1 more source
Some Implicit Methods for Solving Harmonic Variational Inequalities
International Journal of Analysis and Applications, 2016 In this paper, we use the auxiliary principle technique to suggest an implicit method for solving the harmonic variational inequalities. It is shown that the convergence of the proposed method only needs pseudo monotonicity of the operator, which is a ...
Muhammad Aslam Noor, Khalida Inayat Noor
doaj +2 more sources
Stability of solitary waves for a three-wave interaction model
Electronic Journal of Differential Equations, 2014 In this article we consider the normalized one-dimensional three-wave interaction model $$\displaylines{ i\frac{\partial z_1}{\partial t}=- \frac{d^2z_1}{dx^2}- z_3{\bar z}_2\cr i\frac{\partial z_2}{\partial t}=- \frac{d^2z_2}{dx^2}- z_3{\bar z}_1 ...
Orlando Lopes
doaj
Variations on Van Kampen’s Method [PDF]
Journal of Mathematical Sciences, 2005 12 ...
openaire +3 more sources