conftrace_

statistical rate

13 papers

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Co-occurring keywords

optimal statistical rate (2) generative prior (55) generalized eigenvalue problem (13) projected rayleigh flow (1) low-rank matrix estimation (11) polynomial time algorithm (55) least square (101) causal model (57) single index model (13) causal graph (140)

Papers

A statistical perspective on algorithm unrolling models for inverse problems JMLR 2025
Generalized Eigenvalue Problems with Generative Priors NIPS 2024
Efficient Algorithms for Non-gaussian Single Index Models with Generative Priors AAAI 2024
Byzantine-Robust Federated Learning with Optimal Statistical Rates AISTATS 2023
Statistical and Computational Rates in Graph Logistic Regression AISTATS 2020
Estimation Rates for Sparse Linear Cyclic Causal Models UAI 2020
Robust One-Bit Recovery via ReLU Generative Networks: Near-Optimal Statistical Rate and Global Landscape Analysis ICML 2020
Optimal Private Median Estimation under Minimal Distributional Assumptions NIPS 2020
Optimal Statistical Rates for Decentralised Non-Parametric Regression with Linear Speed-Up NIPS 2019
Breaking the $1/\sqrt{n}$ Barrier: Faster Rates for Permutation-based Models in Polynomial Time COLT 2018
Estimating High-dimensional Non-Gaussian Multiple Index Models via Stein’s Lemma NIPS 2017
Sparse Nonlinear Regression: Parameter Estimation under Nonconvexity ICML 2016
Towards Faster Rates and Oracle Property for Low-Rank Matrix Estimation ICML 2016