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non-asymptotic rate

3 papers

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Co-occurring keywords · papers mentioning both

k-nearest neighbor regression (1) uniform consistency (1) regression function (1) spectral gap (1) fixed-point iteration (1) schrodinger bridge (1) maximum likelihood estimator (1) autoregressive model (1) parameter recovery (1) excess risk (1)

Papers

Approximation Rates for Schrödinger Bridge Potentials via Fixed-Point ERM UAI 2026 A Short Information-Theoretic Analysis of Linear Auto-Regressive Learning L4DC 2025 Non-Asymptotic Uniform Rates of Consistency for k-NN Regression AAAI 2019