Stability and Convergence of Stochastic Gradient Clipping: Beyond Lipschitz Continuity and Smoothness.
Vien V. MaiMikael JohanssonPublished in: CoRR (2021)
Keyphrases
- stochastic gradient
- lipschitz continuity
- linear complementarity problem
- set valued
- variational inequalities
- step size
- convergence rate
- semidefinite
- cost function
- stochastic gradient descent
- convergence speed
- nearest neighbor classifier
- sufficient conditions
- nearest neighbor
- linear combination
- machine learning
- primal dual
- semi supervised
- dominance relation
- np hard
- feature vectors
- support vector