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signsgd

3 papers

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Co-occurring keywords · papers mentioning both

dp-signsgd (1) logistic mechanism (1) gradient noise reshaping (1) high-dimensions (1) sdes (1) sgd (1) privacy (1) noise compression (1) blockwise optimization (1) memory efficient (1)

Papers

Exact risk curves of signSGD in High-Dimensions: quantifying preconditioning and noise-compression effects ICML 2025 FRUGAL: Memory-Efficient Optimization by Reducing State Overhead for Scalable Training ICML 2025 Rethinking DP-SGD in Discrete Domain: Exploring Logistic Distribution in the Realm of signSGD ICML 2024