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

Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion ICML 2018
Adaptive Group Testing Algorithms to Estimate the Number of Defectives ALT 2018
Statistical Tomography of Microscopic Life CVPR 2018
Local Differential Privacy for Evolving Data NIPS 2018
A New and Flexible Approach to the Analysis of Paired Comparison Data JMLR 2018
Training Gaussian Mixture Models at Scale via Coresets JMLR 2018
Estimating the unseen from multiple populations ICML 2017
A Unified Maximum Likelihood Approach for Estimating Symmetric Properties of Discrete Distributions ICML 2017
Robust Estimation of Neural Signals in Calcium Imaging NIPS 2017
Consistent Estimation of Functions of Data Missing Non-Monotonically and Not at Random NIPS 2016
On Bayes Risk Lower Bounds JMLR 2016
Estimating Mutual Information in Under-Reported Variables PGM 2016
Optimal Statistical and Computational Rates for One Bit Matrix Completion AISTATS 2016
Optimum Statistical Estimation with Strategic Data Sources COLT 2015
On the Asymptotic Normality of an Estimate of a Regression Functional JMLR 2015
On Learning Distributions from their Samples COLT 2015
Kernel Mean Estimation and Stein Effect ICML 2014
On Estimating Causal Effects based on Supplemental Variables AISTATS 2014
Multivariate f-divergence Estimation With Confidence NIPS 2014
Information-theoretic lower bounds for distributed statistical estimation with communication constraints NIPS 2013
Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA NIPS 2013
Scoring Workers in Crowdsourcing: How Many Control Questions are Enough? NIPS 2013
Scale Invariant Conditional Dependence Measures ICML 2013
Estimating the Unseen: Improved Estimators for Entropy and other Properties NIPS 2013
Multi-Task Averaging NIPS 2012