conftrace_

adaptive estimation

12 papers

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Co-occurring keywords

convergence rate (607) non-parametric regression (26) minimax estimation (37) nonparametric estimation (98) nonparametric regression (111) oracle inequality (46) convex optimization (1321) constrained least square (4) pac-bayesian theory (34) signal denoising (12)

Papers

Generalized multi-view model: Adaptive density estimation under low-rank constraints JMLR 2025
Adaptive Power Method: Eigenvector Estimation from Sampled Data ALT 2023
Adaptive estimation of nonparametric functionals JMLR 2021
A minimax near-optimal algorithm for adaptive rejection sampling ALT 2019
Adaptive Estimation for Approximate $k$-Nearest-Neighbor Computations AISTATS 2019
Gaussian Regression with Convex Constraints AISTATS 2019
Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising ICML 2018
State-by-state Minimax Adaptive Estimation for Nonparametric Hidden {M}arkov Models JMLR 2018
Trend Filtering on Graphs JMLR 2016
Adaptive Recovery of Signals by Convex Optimization COLT 2015
Adaptivity to Local Smoothness and Dimension in Kernel Regression NIPS 2013
Optimal aggregation of affine estimators COLT 2011