conftrace_

dimension-independent rate

4 papers

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Co-occurring keywords · papers mentioning both

stochastic convex optimization (2) gradient descent (2) stochastic optimization (2) differential privacy (2) sparse gradient (1) convex-concave optimization (1) high-dimensional regime (1) saddle point problem (1) byzantine attack (1) local dependence (1)

Papers

High Dimensional Distributed Gradient Descent with Arbitrary Number of Byzantine Attackers AAAI 2026 Dimension-Independent Rates for Structured Neural Density Estimation ICML 2025 Differentially Private Optimization with Sparse Gradients NeurIPS 2024 Mirror Descent Algorithms with Nearly Dimension-Independent Rates for Differentially-Private Stochastic Saddle-Point Problems extended abstract COLT 2024