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A Differential Equation for Modeling Nesterov’s Accelerated Gradient Method:Theory and Insights
Differential Equation Modeling Nesterov’s Accelerated Gradient Method Theory Insights
2015/6/17
We derive a second-order ordinary differential equation (ODE), which is the limit of Nesterov’s accelerated gradient method. This ODE exhibits approximate equivalence to Nesterov’s scheme and thus can...
A Differential Equation for Modeling Nesterov’s Accelerated Gradient Method:Theory and Insights
Nesterov’s accelerated scheme convex optimization first-order methods differential equation restarting
2015/6/17
We derive a second-order ordinary differential equation (ODE) which is the limit of Nesterov’s accelerated gradient method. This ODE exhibits approximate equivalence to Nesterov’s scheme and thus can ...
Topological bifurcation theory : old and new Jean Mawhin Universite Catholique de Louvain
Topological bifurcation theory Jean Mawhin Universite Catholique de Louvain
2015/4/3
Topological bifurcation theory : old and new Jean Mawhin Universite Catholique de Louvain.
Iteration theory of Maslov-type index associated with a Lagrangian subspace for symplectic paths and Multiplicity of brake orbits in bounded convex symmetric domains
Iteration theory Maslov-type index Lagrangian subspace symplectic paths and Multiplicity brake orbits in bounded convex symmetric domains
2015/4/3
Iteration theory of Maslov-type index associated with a Lagrangian subspace for symplectic paths and Multiplicity of brake orbits in bounded convex symmetric domains.
Hilbert’s Foundation of Physics:From a Theory of Everything to a Constituent of General Relativity
Hilbert’s Foundation of Physics General Relativity
2015/3/27
Hilbert’s Foundation of Physics:From a Theory of Everything to a Constituent of General Relativity.
The Foundational Role of Ergodic Theory.
Dialectical Materialism and the Construction of a New Quantum Theory:David Joseph Bohm,1917–1992
Dialectical Materialism New Quantum Theory David Joseph Bohm
2015/3/26
Dialectical Materialism and the Construction of a New Quantum Theory:David Joseph Bohm,1917–1992.
Developments in Fluid Mechanics Theory and Ship Design before Trafalgar
Fluid Mechanics Theory Ship Design Trafalgar
2015/3/26
Developments in Fluid Mechanics Theory and Ship Design before Trafalgar.
Leonhard Euler and the Theory of Ships.
The Theory of Nuclear Explosives That Heisenberg Did not Present to the German Military
The Theory of Nuclear Explosives Heisenberg the German Military
2015/3/26
There has been much speculation about what role the leading German physicist of the Nazi era, the prodigious Werner Heisenberg (1901–1976), played in the failure of Nazi Germany to pursue development ...
A Complementary Design Theory for Doubling.
Theory of Complementary Designs and Minimum Aberration Designs
Complementary Designs Minimum Aberration Designs
2015/3/20
Theory of Complementary Designs and Minimum Aberration Designs.
Liouville theory is characterized by the exponential interaction μe2bφ and a coupling to worldsheet curvature QRφ. A typical irrational CFT (c = 1 + 6Q2). Difficult theory solved in late 90’s using th...
On Topological String Theory.
The role of Chern Simons theory in solving the fractional quantum Hall effect mystery
Chern Simons theory fractional quantum Hall effect
2015/3/19
The role of Chern Simons theory in solving the fractional quantum Hall effect mystery.