conftrace_

interpolation regime

4 papers

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Co-occurring keywords

stochastic gradient descent (1091) neural network (6616) private optimization (5) over-parameterized setting (1) non-strongly convex (2) deterministic gradient (1) non-strongly convex optimization (1) random forest (326) overparameterized model (24) least square (101)

Papers

Is interpolation benign for random forest regression? AISTATS 2023
Aiming towards the minimizers: fast convergence of SGD for overparametrized problems NIPS 2023
Private optimization in the interpolation regime: faster rates and hardness results ICML 2022
Last iterate convergence of SGD for Least-Squares in the Interpolation regime. NIPS 2021