minimax rate

An Empirical Bayes Perspective on Heteroskedastic Mean Estimation COLT 2026 Data Augmentation: A Fourier Analysis Perspective COLT 2026 Learning Periodic Strategies in Blocking Bandits Is as Hard as Bandits with Switching Costs COLT 2026 Minimax density estimation in the adversarial framework under local differential privacy JMLR 2026 Minimax Limits of k-Fold Cross-Validation via Majority COLT 2026 Open Problem: Is Interaction Necessary for Order-Optimal 1-bit Mean Estimation? COLT 2026 Relative Information Gain and Gaussian Process Regression ALT 2026 Adaptive Convergence Rates for Log-Concave Maximum Likelihood AISTATS 2025 Generalized multi-view model: Adaptive density estimation under low-rank constraints JMLR 2025 Identifiability and Estimation in High-Dimensional Nonparametric Latent Structure Models COLT 2025 Nearly Optimal Differentially Private ReLU Regression UAI 2025 On adaptivity and minimax optimality of two-sided nearest neighbors AISTATS 2025 Sharp Optimality of Simple, Plug-in Estimation of the Fisher Information of a Smoothed Density ICML 2025 Statistical Learning of Distributionally Robust Stochastic Control in Continuous State Spaces AISTATS 2025 Adaptive and non-adaptive minimax rates for weighted Laplacian-Eigenmap based nonparametric regression AISTATS 2024 Apple Tasting: Combinatorial Dimensions and Minimax Rates COLT 2024 Better Locally Private Sparse Estimation Given Multiple Samples Per User ICML 2024 Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms JMLR 2024 High-dimensional (Group) Adversarial Training in Linear Regression NeurIPS 2024 Minimax Rates for High-Dimensional Random Tessellation Forests JMLR 2024 Nonparametric Inference under B-bits Quantization JMLR 2024 Online Estimation via Offline Estimation: An Information-Theoretic Framework NeurIPS 2024 The Minimax Rate of HSIC Estimation for Translation-Invariant Kernels NeurIPS 2024 Towards the Fundamental Limits of Knowledge Transfer over Finite Domains ICLR 2024 Two fundamental limits for uncertainty quantification in predictive inference COLT 2024