statistical rate

A statistical perspective on algorithm unrolling models for inverse problems JMLR 2025 Efficient Algorithms for Non-gaussian Single Index Models with Generative Priors AAAI 2024 Generalized Eigenvalue Problems with Generative Priors NeurIPS 2024 On Statistical Rates and Provably Efficient Criteria of Latent Diffusion Transformers (DiTs) NeurIPS 2024 Byzantine-Robust Federated Learning with Optimal Statistical Rates AISTATS 2023 Estimation Rates for Sparse Linear Cyclic Causal Models UAI 2020 Optimal Private Median Estimation under Minimal Distributional Assumptions NeurIPS 2020 Robust One-Bit Recovery via ReLU Generative Networks: Near-Optimal Statistical Rate and Global Landscape Analysis ICML 2020 Statistical and Computational Rates in Graph Logistic Regression AISTATS 2020 Optimal Statistical Rates for Decentralised Non-Parametric Regression with Linear Speed-Up NeurIPS 2019 Breaking the 1/√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 NeurIPS 2017 Sparse Nonlinear Regression: Parameter Estimation under Nonconvexity ICML 2016 Towards Faster Rates and Oracle Property for Low-Rank Matrix Estimation ICML 2016