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Results: 1-15 |
Results: 15
STATISTICAL GUARANTEES FOR THE EM ALGORITHM: FROM POPULATION TO SAMPLE-BASED ANALYSIS
Authors: Sivaraman Balakrishnan Martin J. Wainwright Bin Yu
Citation: Sivaraman Balakrishnan et al., STATISTICAL GUARANTEES FOR THE EM ALGORITHM: FROM POPULATION TO SAMPLE-BASED ANALYSIS, Annals of statistics , 45(1), 2017, pp. 77-120
THE GEOMETRY OF KERNELIZED SPECTRAL CLUSTERING
Authors: Geoffrey Schiebinger Martin J. Wainwright Bin Yu
Citation: Geoffrey Schiebinger et al., THE GEOMETRY OF KERNELIZED SPECTRAL CLUSTERING, Annals of statistics , 43(2), 2015, pp. 819-846
RANDOMIZED SKETCHES FOR KERNELS: FAST AND OPTIMAL NONPARAMETRIC REGRESSION
Authors: Yun Yang Mert Pilanci Martin J. Wainwright
Citation: Yun Yang et al., RANDOMIZED SKETCHES FOR KERNELS: FAST AND OPTIMAL NONPARAMETRIC REGRESSION, Annals of statistics , 45(3), 2017, pp. 991-1023
The geometry of hypothesis testing over convex cones: Generalized likelihood ratio tests and minimax radii
Authors: Yuting Wei Martin J. Wainwright Adityanand Guntuboyina
Citation: Yuting Wei et al., The geometry of hypothesis testing over convex cones: Generalized likelihood ratio tests and minimax radii, Annals of statistics , 47(2), 2019, pp. 994-1024
Worst-case versus average-case design for estimation from partial pairwise comparisons
Authors: Ashwin Pananjady Cheng Mao Vidya Muthukumar Martin J. Wainwright Thomas A. Courtade
Citation: Ashwin Pananjady et al., Worst-case versus average-case design for estimation from partial pairwise comparisons, Annals of statistics , 48(2), 2020, pp. 1072-1097
NOISY MATRIX DECOMPOSITION VIA CONVEX RELAXATION: OPTIMAL RATES IN HIGH DIMENSIONS
Authors: Alekh Agarwal Sahand Negahban Martin J. Wainwright
Citation: Alekh Agarwal et al., NOISY MATRIX DECOMPOSITION VIA CONVEX RELAXATION: OPTIMAL RATES IN HIGH DIMENSIONS, Annals of statistics , 40(2), 2012, pp. 1171-1197
HIGH-DIMENSIONAL REGRESSION WITH NOISY AND MISSING DATA: PROVABLE GUARANTEES WITH NONCONVEXITY
Authors: Po-Ling Loh Martin J. Wainwright
Citation: Po-ling Loh et Martin J. Wainwright, HIGH-DIMENSIONAL REGRESSION WITH NOISY AND MISSING DATA: PROVABLE GUARANTEES WITH NONCONVEXITY, Annals of statistics , 40(3), 2012, pp. 1637-1664
DISCUSSION: LATENT VARIABLE GRAPHICAL MODEL SELECTION VIA CONVEX OPTIMIZATION
Authors: Martin J. Wainwright
Citation: Martin J. Wainwright, DISCUSSION: LATENT VARIABLE GRAPHICAL MODEL SELECTION VIA CONVEX OPTIMIZATION, Annals of statistics , 40(4), 2012, pp. 1978-1983
FAST GLOBAL CONVERGENCE OF GRADIENT METHODS FOR HIGH-DIMENSIONAL STATISTICAL RECOVERY
Authors: Alekh Agarwal Sahand Negahban Martin J. Wainwright
Citation: Alekh Agarwal et al., FAST GLOBAL CONVERGENCE OF GRADIENT METHODS FOR HIGH-DIMENSIONAL STATISTICAL RECOVERY, Annals of statistics , 40(5), 2012, pp. 2452-2482
SUPPORT RECOVERY WITHOUT INCOHERENCE: A CASE FOR NONCONVEX REGULARIZATION
Authors: Po-Ling Loh Martin J. Wainwright
Citation: Po-ling Loh et Martin J. Wainwright, SUPPORT RECOVERY WITHOUT INCOHERENCE: A CASE FOR NONCONVEX REGULARIZATION, Annals of statistics , 45(6), 2017, pp. 2455-2482
SAMPLED FORMS OF FUNCTIONAL PCA IN REPRODUCING KERNEL HILBERT SPACES
Authors: Arash A. Amini Martin J. Wainwright
Citation: Arash A. Amini et Martin J. Wainwright, SAMPLED FORMS OF FUNCTIONAL PCA IN REPRODUCING KERNEL HILBERT SPACES, Annals of statistics , 40(5), 2012, pp. 2483-2510
ON THE COMPUTATIONAL COMPLEXITY OF HIGH-DIMENSIONAL BAYESIAN VARIABLE SELECTION
Authors: Yun Yang Martin J. Wainwright Michael I. Jordan
Citation: Yun Yang et al., ON THE COMPUTATIONAL COMPLEXITY OF HIGH-DIMENSIONAL BAYESIAN VARIABLE SELECTION, Annals of statistics , 44(6), 2016, pp. 2497-2532
A unified treatment of multiple testing with prior knowledge using the p-filter
Authors: Aaditya K. Ramdas Rina F. Barber Martin J. Wainwright Michael I. Jordan
Citation: Aaditya K. Ramdas et al., A unified treatment of multiple testing with prior knowledge using the p-filter, Annals of statistics , 47(5), 2019, pp. 2790-2821
STRUCTURE ESTIMATION FOR DISCRETE GRAPHICAL MODELS: GENERALIZED COVARIANCE MATRICES AND THEIR INVERSES
Authors: Po-Ling Loh Martin J. Wainwright
Citation: Po-ling Loh et Martin J. Wainwright, STRUCTURE ESTIMATION FOR DISCRETE GRAPHICAL MODELS: GENERALIZED COVARIANCE MATRICES AND THEIR INVERSES, Annals of statistics , 41(6), 2013, pp. 3022-3049
Active ranking from pairwise comparisons and when parametric assumptions do not help
Authors: Reinhard Heckel Nihar B. Shah Kannan Ramchandran Martin J. Wainwright
Citation: Reinhard Heckel et al., Active ranking from pairwise comparisons and when parametric assumptions do not help, Annals of statistics , 47(6), 2019, pp. 3099-3126
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