conftrace_

statistical estimation

108 papers

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Co-occurring keywords

differential privacy (1016) sample complexity (1169) asymptotic normality (66) distribution estimation (71) causal inference (1630) information theory (491) local differential privacy (73) parameter estimation (274) statistical learning (351) convergence rate (607)

Papers

Best Linear Unbiased Estimate from Privatized Contingency Tables JMLR 2025
Can Unconfident LLM Annotations Be Used for Confident Conclusions? NAACL 2025
Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD NIPS 2024
Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness NIPS 2024
Precise Model Benchmarking with Only a Few Observations EMNLP 2024
Online Estimation via Offline Estimation: An Information-Theoretic Framework NIPS 2024
Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm NIPS 2024
Instance-Optimal Private Density Estimation in the Wasserstein Distance NIPS 2024
Generalized Fast Exact Conformalization NIPS 2024
A Polynomial Time, Pure Differentially Private Estimator for Binary Product Distributions ALT 2024
Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms JMLR 2024
Identifiability and Asymptotics in Learning Homogeneous Linear ODE Systems from Discrete Observations JMLR 2024
Automated Efficient Estimation using Monte Carlo Efficient Influence Functions NIPS 2024
Universally Instance-Optimal Mechanisms for Private Statistical Estimation COLT 2024
Efficient multi-prompt evaluation of LLMs NIPS 2024
Higher-Order Causal Message Passing for Experimentation with Complex Interference NIPS 2024
Understanding Scaling Laws with Statistical and Approximation Theory for Transformer Neural Networks on Intrinsically Low-dimensional Data NIPS 2024
On Differentially Private U Statistics NIPS 2024
Statistical Limits of Adaptive Linear Models: Low-Dimensional Estimation and Inference NIPS 2023
Efficient median of means estimator COLT 2023
Discrete Distribution Estimation under User-level Local Differential Privacy AISTATS 2023
Subset-Based Instance Optimality in Private Estimation ICML 2023
Probabilities of Potential Outcome Types in Experimental Studies: Identification and Estimation Based on Proxy Covariate Information AAAI 2023
Fundamental Tradeoffs in Learning with Prior Information ICML 2023
Estimating Joint Treatment Effects by Combining Multiple Experiments ICML 2023