conftrace_

random scaling

3 papers

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Co-occurring keywords · papers mentioning both

online inference (2) non-convex (1) exponentially distributed scalar (1) momentum (1) nonsmooth (1) functional central limit theorem (1) local stochastic gradient descent (1) polyak-ruppert averaging (1) communication efficiency (1) optimization (1)

Papers

Random Scaling and Momentum for Non-smooth Non-convex Optimization ICML 2024 Fast and Robust Online Inference with Stochastic Gradient Descent via Random Scaling AAAI 2022 Statistical Estimation and Online Inference via Local SGD COLT 2022