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1,273 papers

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42
121
35
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Papers

Rate Optimal Estimation for High Dimensional Spatial Covariance Matrices ACML 2017
Poisson intensity estimation with reproducing kernels AISTATS 2017
Generalized Pseudolikelihood Methods for Inverse Covariance Estimation AISTATS 2017
Performance Bounds for Graphical Record Linkage AISTATS 2017
A New Class of Private Chi-Square Hypothesis Tests AISTATS 2017
Sequential Multiple Hypothesis Testing with Type I Error Control AISTATS 2017
Rates of estimation for determinantal point processes COLT 2017
Learning Multivariate Log-concave Distributions COLT 2017
High Dimensional Regression with Binary Coefficients. Estimating Squared Error and a Phase Transtition COLT 2017
Noisy Population Recovery from Unknown Noise COLT 2017
Sample complexity of population recovery COLT 2017
Product Manifold Filter: Non-Rigid Shape Correspondence via Kernel Density Estimation in the Product Space CVPR 2017
A Unified Maximum Likelihood Approach for Estimating Symmetric Properties of Discrete Distributions ICML 2017
Priv’IT: Private and Sample Efficient Identity Testing ICML 2017
Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data ICML 2017
Uniform Convergence Rates for Kernel Density Estimation ICML 2017
How Close Are the Eigenvectors of the Sample and Actual Covariance Matrices? ICML 2017
Estimating the unseen from multiple populations ICML 2017
Differentially Private Ordinary Least Squares ICML 2017
Nonparanormal Information Estimation ICML 2017
High-Dimensional Structured Quantile Regression ICML 2017
When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications ICML 2017
Robust Survey Aggregation with Student-t Distribution and Sparse Representation IJCAI 2017
Inverse Covariance Estimation with Structured Groups IJCAI 2017
Between Reading Time and Syntactic/Semantic Categories IJCNLP 2017