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This paper investigates a change-point estimation problem in the context of high-dimensional Markov Random Field models.
On non-parametric estimation of density functions and regression curves. Theory Prob. Applic
Nadaraya, E. A.(1965) · 1965
Earlier work this paper cites.
Inference about the change-point in a sequence of random variables. Biometrika
Hinkley, V. D. (1970) · 1970
Earlier work this paper cites.
Time-ordered classification. Biometrika
Hinkley, V. D. (1972) · 1972
Earlier work this paper cites.
Spatial interaction and the statistical analysis of lattice systems. J. R. Stat. Soc. Ser. B
Besag, J. (1974) · 1974
Earlier work this paper cites.
Maximum likelihood estimation of a change-point in the distribution of the independent random variables: General Multiparameter Case J. Mult. Anls
Bhattcharya, K. P. (1974) · 1974
Earlier work this paper cites.
Estimating the dimension of a model. Ann. Statist
Schwarz, G.(1978) · 1978
Earlier work this paper cites.
Nonparametric change-point estimation. Ann. Statist
Carlstein, E. (1988) · 1988
Earlier work this paper cites.
Linear smoothers and additive models. Ann. Statist
Buja, A., Hastie, T. and Tibshirani, R. (1989) · 1989
Earlier work this paper cites.
Change-points in nonparametric regression analysis. Ann. Statist
Muller, H.(1992) · 1992
Earlier work this paper cites.
Change-point estimation using nonparametric regression. Ann. Statist
Loader C. (1996) · 1996
Earlier work this paper cites.
Weak convergence and empirical processes. Springer Series in Statistics
Van der Vaart, A. and Wellner, J. (1996) · 1996
Earlier work this paper cites.
Smoothing Parameter Selection in Nonparametric Regression Using an Improved Akaike Information Criterion. J. R. Stat. Soc. Ser. B
Hurvich, M. C., Simonoff, S.J. and Tsai, C. (1998) · 1998
Earlier work this paper cites.
Minimax estimation of sharp change-points. Ann. Statist
Raimondo, M. (1998) · 1998
Earlier work this paper cites.
Model selection for Gaussian concentration graphs. Biometrika
Drton, M. and Perlman, M.D. (2004) · 2004
Earlier work this paper cites.
Han, F. and Liu, H. (2006) · 2006
Earlier work this paper cites.
Discrete temporal models of social networks. Lecture Notes in Computer Science
Hanneke, S. and Xing, P. E. (2006) · 2006
Earlier work this paper cites.
High dimensional graphs and variable selection with the lasso. Ann. Statist
Meinshausen, N. and Bühlmann, P.(2006) · 2006
Cited alongside, same era.
On the normal domination of (super) martingales. Electronic Journal of Probability
Pinelis, I. (2006) · 2006
Cited alongside, same era.
Concentration inequalities and model selection. Springer Verlag
Massart, P. (2007) · 2007
Cited alongside, same era.
Model selection and estimation in the Gaussian graphical model. Biometrika
Yuan, M. and Lin, Y. (2007) · 2007
Cited alongside, same era.
Model selection through sparse maximum likelihood estimation for multivariate Gaussian or binary data. J.Mach.Learn.Res
Banerjee, O., El Ghaoui, L. and d’Aspremont, A. (2008) · 2008
Cited alongside, same era.
Regularized estimation of large covariance matrices. Ann. Statist
Regularized paths for generalized linear models via coordinate descent. J. Statist. Softwr
Friedman, J., Hastie, T. and Tibshirani, R. (2010) · 2010
Later among the works it cites.
Joint structure estimation for categorical markov networks. Tech. rep
Guo, J., Levina, E., Michailidis, G. and Zhu, J. (2010) · 2010
Later among the works it cites.
BMN: The pseudo-likelihood method for pairwise binary markov networks. R package version 1.02, http://CRAN.R-project.org/package=BMN
Hoefling, H.(2010) · 2010
Later among the works it cites.
Estimating Time varying Networks. Ann. App. Statist
Kolar, M., Song, L., Ahmed, A. and Xing, P. E. (2010) · 2010
Later among the works it cites.
Stability selection. J. R. Statist. Soc. B
Meinshausen, N. and Bühlmann, P.(2010) · 2010
Later among the works it cites.
A unified framework for high-dimensional analysis of M-estimators with decomposable regularizers. Statist. Sci
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Bickel, P.J. and Levina, E. (2008) · 2008
Cited alongside, same era.
Sparse permutation invariant covariance estimation. Electron. J. Stat
Rothman, A. J., Bickel P. J., Levina, E. and Zhu, J. (2008) · 2008
Cited alongside, same era.
Graphical models, exponential families, and variational inference. Foundations and Trends in Machine Learning
Wainwright, J. M. and Jordan, I. M.(2008) · 2008
Cited alongside, same era.
Simultaneous analysis of lasso and Dantzig selector. Ann. Statist
Bickel, P. J., Ritov, Y. and Tsybakov, A.B. (2009) · 2009
Cited alongside, same era.
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Höfling, H. and Tibshirani, R. (2009) · 2009
Cited alongside, same era.
Sparsistency and rates of convergence in large covariance matrix. Ann. Statist
Lam, C. and Fan, J. (2009) · 2009
Cited alongside, same era.
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Lan, Y., Banerjee M. and Michailidis G. (2009) · 2009
Cited alongside, same era.
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Later among the works it cites.
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Ravikumar, P., Wainwright, J. M. and Lafferty, D. J. (2010) · 2010
Later among the works it cites.
Time-varying undirected graphs. Machine Learning
Zhou, S., Lafferty, J. and Wasserman, L. (2010) · 2010
Later among the works it cites.
Introduction to empirical processes and semiparametric inference. Springer Series in Statistics
Kosorok, R. M. (2012) · 2012
Later among the works it cites.
Non-concave penalized composite likelihood estimation of sparse ising models. Ann. Statist
Xue, L., Zou, H. and Cai, T. (2012) · 2012
Later among the works it cites.
Portrait of political party polarization Network Science
Moody, J. and Mucha, P.(2013) · 2013
Later among the works it cites.
Reconstruction from anisotropic random measurements
Rudelson, M · 2013
Later among the works it cites.
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