Estimation

Can SGD Select Good Fishermen? Local Convergence under Self-Selection Biases (Extended Abstract) COLT 2026 CCEval: Accurately and Confidently Evaluating Performance Metrics of Congestion Control Algorithms for Datacenter Networks NSDI 2026 Estimating Ising Models in Total Variation Distance COLT 2026 Generalized Resubstitution for Regression Error Estimation JMLR 2026 Near-optimal Delta-convex Estimation of Lipschitz Functions JMLR 2026 Scalable Model-Assisted Multi-Target Estimation in Large Image Collections UAI 2026 Distribution-Aware Mean Estimation under User-level Local Differential Privacy AISTATS 2025 Finite Sample Analysis of Tensor Decomposition for Learning Mixtures of Linear Systems L4DC 2025 High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching AISTATS 2025 How Much is Unseen Depends Chiefly on Information About the Seen ICLR 2025 Infinite-dimensional Diffusion Bridge Simulation via Operator Learning AISTATS 2025 Informative Input Design for Dynamic Mode Decomposition L4DC 2025 Large Covariance Matrix Estimation With Nonnegative Correlations AISTATS 2025 Nonparametric estimation of Hawkes processes with RKHSs AISTATS 2025 Oracle efficient truncated statistics ICLR 2025 SpinSVAR: Estimating Structural Vector Autoregression Assuming Sparse Input UAI 2025 An information-theoretic lower bound in time-uniform estimation COLT 2024 Beyond Catoni: Sharper Rates for Heavy-Tailed and Robust Mean Estimation COLT 2024 Choosing the p in Lp Loss: Adaptive Rates for Symmetric Mean Estimation COLT 2024 Hidden Population Estimation with Indirect Inference and Auxiliary Information UAI 2024 Minimax Linear Regression under the Quantile Risk COLT 2024 Partial identification of the maximum mean discrepancy with mismeasured data UAI 2024 Spectral Estimators for Structured Generalized Linear Models via Approximate Message Passing (Extended Abstract) COLT 2024 Fast, Sample-Efficient, Affine-Invariant Private Mean and Covariance Estimation for Subgaussian Distributions COLT 2023 Inference on Strongly Identified Functionals of Weakly Identified Functions COLT 2023