Gradient Sampling Methods for Nonsmooth Optimization
James V. Burke, Frank E. Curtis, Adrian S. Lewis, Michael L. Overton, Lucas E. A. Simões
Topics & Concepts
Gradient descentSampling (signal processing)Mathematical optimizationConvergence (economics)Computer scienceExtension (predicate logic)Gradient methodDifferentiable functionNonlinear conjugate gradient methodSet (abstract data type)SimplicityAlgorithmMathematicsArtificial intelligenceArtificial neural networkComputer visionMathematical analysisProgramming languageEpistemologyPhilosophyEconomic growthEconomicsFilter (signal processing)Sparse and Compressive Sensing TechniquesAdvanced Optimization Algorithms ResearchStochastic Gradient Optimization Techniques