conftrace_

correlated sample

4 papers

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Co-occurring keywords · papers mentioning both

sample complexity (2) mini-batch stochastic gradient descent (1) generalized cross-validation (1) kernel methods (1) interaction screening (1) estimators (1) risks (1) conditional likelihood (1) equivalence testing (1) convergence guarantee (1)

Papers

Risk and cross validation in ridge regression with correlated samples ICML 2025 Testing (Conditional) Mutual Information - Extended Abstract COLT 2025 Gaussian Process Parameter Estimation Using Mini-batch Stochastic Gradient Descent: Convergence Guarantees and Empirical Benefits JMLR 2022 Exponential Reduction in Sample Complexity with Learning of Ising Model Dynamics ICML 2021