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

On Estimation in Latent Variable Models ICML 2021
Compressed Maximum Likelihood ICML 2021
High-Dimensional Multi-Task Averaging and Application to Kernel Mean Embedding AISTATS 2021
A comparative study on sampling with replacement vs Poisson sampling in optimal subsampling AISTATS 2021
Statistical Estimation from Dependent Data ICML 2021
Expected Validation Performance and Estimation of a Random Variable’s Maximum EMNLP 2021
Locally differentially private estimation of functionals of discrete distributions NIPS 2021
Faster Algorithms and Constant Lower Bounds for the Worst-Case Expected Error NIPS 2021
An Analysis of Constant Step Size SGD in the Non-convex Regime: Asymptotic Normality and Bias NIPS 2021
Cross-Iteration Batch Normalization CVPR 2021
On the Variance of the Fisher Information for Deep Learning NIPS 2021
Data Amplification: Instance-Optimal Property Estimation ICML 2020
Optimal Prediction of the Number of Unseen Species with Multiplicity NIPS 2020
Estimating Mutual Information Between Dense Word Embeddings ACL 2020
Adaptive Estimator Selection for Off-Policy Evaluation ICML 2020
Information Elicitation Mechanisms for Statistical Estimation AAAI 2020
Estimating weighted areas under the ROC curve NIPS 2020
Worst-Case Analysis for Randomly Collected Data NIPS 2020
CoinPress: Practical Private Mean and Covariance Estimation NIPS 2020
Differentially Private Covariance Estimation NIPS 2019
Approximate Profile Maximum Likelihood JMLR 2019
KNG: The K-Norm Gradient Mechanism NIPS 2019
A Theory of Selective Prediction COLT 2019
Layer-Wise Learning Strategy for Nonparametric Tensor Product Smoothing Spline Regression and Graphical Models JMLR 2019
Differentially Private Anonymized Histograms NIPS 2019