conftrace_

differentially private stochastic convex optimization

2 papers

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Also known as

DP-SCO

Co-occurring keywords · papers mentioning both

private mean estimation (1) heavy-tailed data (1) communication cost (1) gradient clipping (1) distributed optimization (1) sparse learning (1) differential privacy (1)

Papers

Characterizing the Accuracy-Communication-Privacy Trade-off in Distributed Stochastic Convex Optimization AISTATS 2025 Private Stochastic Convex Optimization and Sparse Learning with Heavy-tailed Data Revisited IJCAI 2022