Analysis of biased stochastic gradient descent using sequential semidefinite programs

2020/03/23 by Bin Hu, Peter Seiler, Laurent Lessard · 3 citations
Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Complexity and Algorithms in Graphs

paper · doi:10.1007/s10107-020-01486-1

Citations

• A Stochastic Approximation Method
• First-order methods of smooth convex optimization with inexact oracle

Cited by

• Convergence Analysis of Accelerated Stochastic Gradient Descent under the Growth Condition
• On the Convergence of SGD with Biased Gradients
• Computer-aided analyses of stochastic first-order methods, via interpolation conditions for stochastic optimization