conftrace_

finite sample

8 papers

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Co-occurring keywords

convergence rate (607) generalization bound (652) model selection (456) causal inference (1630) differential privacy (1016) generalized method of moment (9) good-turing estimator (9) complexity theory (32) finite sample guarantee (8) occupancy probability (1)

Papers

Self-Compatibility: Evaluating Causal Discovery without Ground Truth AISTATS 2024

Convergence Guarantees for the Good-Turing Estimator JMLR 2022

Robust Generalized Method of Moments: A Finite Sample Viewpoint NIPS 2022

Exact Privacy Guarantees for Markov Chain Implementations of the Exponential Mechanism with Artificial Atoms NIPS 2021

A Theory of the Risk for Optimization with Relaxation and its Application to Support Vector Machines JMLR 2021

Learning with User-Level Privacy NIPS 2021

Finite Sample Convergence Rates of Zero-Order Stochastic Optimization Methods NIPS 2012

Cluster Stability for Finite Samples NIPS 2007