Skip to search formSkip to main contentSkip to account menu
You are currently offline. Some features of the site may not work correctly.

Variational principle

A variational principle is a scientific principle used within the calculus of variations, which develops general methods for finding functions which… Expand
Wikipedia

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2016
Highly Cited
2016
Deep learning tools have gained tremendous attention in applied machine learning. However such tools for regression and… Expand
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • table 1
Highly Cited
2015
Highly Cited
2015
Inspired by recent work in machine translation and object detection, we introduce an attention based model that automatically… Expand
  • figure 1
  • figure 3
  • figure 4
  • figure 5
  • table 1
Highly Cited
2014
Highly Cited
2014
Abstract: How can we perform efficient inference and learning in directed probabilistic models, in the presence of continuous… Expand
  • figure 1
  • figure 2
  • figure 3
  • figure 4
Highly Cited
2003
Highly Cited
2003
We propose a generative model for text and other collections of discrete data that generalizes or improves on several previous… Expand
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 5
Highly Cited
2003
Highly Cited
2003
Many problems in information processing involve some form of dimensionality reduction. In this paper, we introduce Locality… Expand
  • figure 2.1
  • figure 2.2
  • figure 2.3
  • figure 2.4
  • figure 2.5
Highly Cited
2003
Highly Cited
2003
Newton Methods for Nonsmooth Equations.- Global Methods for Nonsmooth Equations.- Equation-Based Algorithms for Complementarity… Expand
Highly Cited
1986
Highly Cited
1986
I. Mathematical Foundation of the Stokes Problem.- 1. Generalities on Some Elliptic Boundary Value Problems.- 1.1. Basic Concepts… Expand
Highly Cited
1981
Highly Cited
1981
The time-dependent variational principle (TDVP).- Lie algebras and symplectic structures.- Symplectic structure on group… Expand
Highly Cited
1979
Highly Cited
1979
It is frequently explicitly or implicitly assumed that if a variational principle is invariant under some symmetry groupG, then… Expand
Highly Cited
1974
Highly Cited
1974
The variational principle states that if a differentiable functional F attains its minimum at some point zi, then F’(C) = 0; it… Expand