Login / Signup
On Stationary-Point Hitting Time and Ergodicity of Stochastic Gradient Langevin Dynamics.
Xi Chen
Simon S. Du
Xin T. Tong
Published in:
J. Mach. Learn. Res. (2020)
Keyphrases
</>
stochastic gradient
stationary points
markov chain
fixed point
constrained optimization
objective function
stochastic gradient descent
sample path
step size
mathematical programming
convergence analysis
dynamical systems
nearest neighbor classifier
nonlinear programming
linear programming
random forests