conftrace_

tail bound

4 papers

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optimization error (1) 1-bit measurement (1) alpha stable projection (1) nonlinear estimator (1) estimation-optimization integration (1) data-driven optimization (1) heavy-tailed noise (1) regret bound (1) cauchy random projections (1) stochastic mirror descent (1)

Papers

Dissecting the Impact of Model Misspecification in Data-Driven Optimization AISTATS 2025 General Tail Bounds for Non-Smooth Stochastic Mirror Descent AISTATS 2024 Binary and Multi-Bit Coding for Stable Random Projections AISTATS 2017 Nonlinear Estimators and Tail Bounds for Dimension Reduction in l1 Using Cauchy Random Projections JMLR 2007