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Optimal Estimation of Low Rank Density Matrices

17 July 2015

Papers citing "Optimal Estimation of Low Rank Density Matrices"

20 / 20 papers shown

Title
Near-Optimal differentially private low-rank trace regression with guaranteed private initialization Mengyue Zha 67 0 0 24 Mar 2024
Optimal Estimation and Computational Limit of Low-rank Gaussian Mixtures Zhongyuan Lyu Dong Xia 64 10 0 22 Jan 2022
Minimax estimation of low-rank quantum states and their linear functionals Samriddha Lahiry M. Nussbaum 21 2 0 05 Nov 2021
Provable Tensor-Train Format Tensor Completion by Riemannian Optimization Jian-Feng Cai Jingyang Li Dong Xia 78 28 0 27 Aug 2021
Lower and Upper Bounds on the VC-Dimension of Tensor Network Models Behnoush Khavari Guillaume Rabusseau 54 3 0 22 Jun 2021
Inference for Low-rank Tensors -- No Need to Debias Dong Xia Anru R. Zhang Yuchen Zhou 99 18 0 29 Dec 2020
Partial Trace Regression and Low-Rank Kraus Decomposition Hachem Kadri Stéphane Ayache Riikka Huusari A. Rakotomamonjy L. Ralaivola 146 4 0 02 Jul 2020
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition Bing-Yi Jing Ting Li Zhongyuan Lyu Dong Xia 88 69 0 10 Feb 2020
Community Detection for Hypergraph Networks via Regularized Tensor Power Iteration Z. Ke Feng Shi Dong Xia 73 75 0 14 Sep 2019
Statistical Inferences of Linear Forms for Noisy Matrix Completion Dong Xia M. Yuan 97 41 0 31 Aug 2019
A comparative study of estimation methods in quantum tomography A. Acharya T. Kypraios M. Guţă 18 30 0 23 Jan 2019
Optimal Sparse Singular Value Decomposition for High-dimensional High-order Data Anru R. Zhang Rungang Han 147 58 0 06 Sep 2018
Spectral thresholding for the estimation of Markov chain transition operators Matthias Loffler A. Picard 74 6 0 24 Aug 2018
Confidence Region of Singular Subspaces for Low-rank Matrix Regression Dong Xia 44 0 0 24 May 2018
Stochastic Chebyshev Gradient Descent for Spectral Optimization Insu Han H. Avron Jinwoo Shin 69 11 0 18 Feb 2018
Local asymptotic equivalence of pure quantum states ensembles and quantum Gaussian white noise C. Butucea M. Guţă M. Nussbaum 61 3 0 09 May 2017
Tensor SVD: Statistical and Computational Limits Anru R. Zhang Dong Xia 75 171 0 08 Mar 2017
Estimation of low rank density matrices by Pauli measurements Dong Xia 89 3 0 16 Oct 2016
Estimation of low rank density matrices: bounds in Schatten norms and other distances Dong Xia V. Koltchinskii 60 17 0 15 Apr 2016
An iterative hard thresholding estimator for low rank matrix recovery with explicit limiting distribution Alexandra Carpentier Arlene K. H. Kim 67 15 0 16 Feb 2015