conftrace_

martingale concentration

7 papers

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Co-occurring keywords · papers mentioning both

stochastic gradient descent (3) distribution shift (2) heavy-tailed data (1) high probability convergence (1) privacy filter (1) privacy odometer (1) advanced composition (1) adaptive composition (1) large language model (1) composition theorem (1)

Papers

Model-Agnostic Online Certificate-Driven Calibration for Time Series Forecasting Under Distribution Shift UAI 2026 Compute-Optimal LLMs Provably Generalize Better with Scale ICLR 2025 High Probability Convergence Bounds for Non-convex Stochastic Gradient Descent with Sub-Weibull Noise JMLR 2024 Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD NeurIPS 2024 Fully-Adaptive Composition in Differential Privacy ICML 2023 Online robust non-stationary estimation NeurIPS 2023 A Finite-Sample Deviation Bound for Stable Autoregressive Processes L4DC 2020