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264 directly classified papers

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Papers

Parameter Estimation for Generalized Thurstone Choice Models ICML 2016
Estimating Maximum Expected Value through Gaussian Approximation ICML 2016
Pliable Rejection Sampling ICML 2016
Estimating the Size of a Large Network and its Communities from a Random Sample NIPS 2016
On Mixtures of Markov Chains NIPS 2016
ERRATA: On the Estimation of the Gradient Lines of a Density and the Consistency of the Mean-Shift Algorithm JMLR 2016
Density Estimation via Discrepancy Based Adaptive Sequential Partition NIPS 2016
Joint Estimation of Multiple Precision Matrices with Common Structures JMLR 2015
Statistical Inference Models for Image Datasets With Systematic Variations CVPR 2015
Learning the dependence structure of rare events: a non-asymptotic study COLT 2015
On the Limitation of Spectral Methods: From the Gaussian Hidden Clique Problem to Rank-One Perturbations of Gaussian Tensors NIPS 2015
Open Problem: Restricted Eigenvalue Condition for Heavy Tailed Designs COLT 2015
Subsampling Methods for Persistent Homology ICML 2015
Consistent estimation of dynamic and multi-layer block models ICML 2015
Dealing with small data: On the generalization of context trees ICML 2015
Quantized Estimation of Gaussian Sequence Models in Euclidean Balls NIPS 2014
Learning the Parameters of Determinantal Point Process Kernels ICML 2014
Nonparametric Estimation of Renyi Divergence and Friends ICML 2014
Covariance shrinkage for autocorrelated data NIPS 2014
A Wild Bootstrap for Degenerate Kernel Tests NIPS 2014
Multivariate f-divergence Estimation With Confidence NIPS 2014
Latent Variable Copula Inference for Bundle Pricing from Retail Transaction Data ICML 2014
A Consistent Histogram Estimator for Exchangeable Graph Models ICML 2014
Convergence rates for persistence diagram estimation in Topological Data Analysis ICML 2014
Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results COLT 2014