conftrace_

asymptotic covariance

2 papers

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Co-occurring keywords · papers mentioning both

linear stability (1) mean-square stability (1) graph sampling (1) batch size (1) learning rate (1) markov chain (1) mcmc sampling (1) random walk (1) stochastic gradient descent (1) stochastic optimization (1)

Papers

Exact Mean Square Linear Stability Analysis for SGD COLT 2024 Self-Repellent Random Walks on General Graphs - Achieving Minimal Sampling Variance via Nonlinear Markov Chains (Extended Abstract) IJCAI 2024