Fetching the paper…
Reading the bibliography…
We consider the problem of quantifying the quality of a model selection problem for a graphical model.
“On the use and interpretation of certain test criteria for purposes of statistical inference,”
J. Neyman and E. S. Pearson, · 1928
Earlier work this paper cites.
“An invariant form for the prior probability in estimation problems,”
H. Jeffreys, · 1946
Earlier work this paper cites.
“On the shortest spanning subtree of a graph and the traveling salesman problem,”
J. B. Kruskal, · 1956
Earlier work this paper cites.
“Shortest connection networks and some generalizations,”
R. C. Prim, · 1957
Earlier work this paper cites.
“Approximating probability distributions to reduce storage requirements,”
P. M. Lewis-II, · 1959
Earlier work this paper cites.
“Handbook of mathematical functions,”
M. Abramowitz and A. I. Stegun, · 1966
Earlier work this paper cites.
“Approximating discrete probability distributions with dependence trees,”
C. K. Chow and C. N. Liu, · 1968
Earlier work this paper cites.
Information theory and statistics
S. Kullback, · 1968
Earlier work this paper cites.
“Covariance selection,”
A. P. Dempster, · 1972
Earlier work this paper cites.
“Differentiation under the integral sign,”
Harley Flanders, · 1973
Earlier work this paper cites.
“The meaning and use of the area under a receiver operating characteristic (roc) curve.,”
J. A. Hanley and B. J. McNeil, · 1982
Earlier work this paper cites.
Statistical signal processing
L. L. Scharf, · 1991
Earlier work this paper cites.
Graphical models
Steffen L Lauritzen, · 1996
Earlier work this paper cites.
“Probability, volume 95 of graduate texts in mathematics,” 1996
A. N. Shiryaev, · 1996
Cited alongside, same era.
“The exact distribution of indefinite quadratic forms in noncentral normal vectors,”
S. B. Provost and E. M. Rudiuk, · 1996
Cited alongside, same era.
Learning in graphical models
Michael Irwin Jordan, · 1998
Cited alongside, same era.
“Matrices with banded inverses: Inversion algorithms and factorization of gauss-markov processes,”
A. Kavcic and J. M. F. Moura, · 2000
Cited alongside, same era.
“Factor graphs and the sum-product algorithm,”
Frank R Kschischang, Brendan J Frey, and Hans-Andrea Loeliger, · 2001
Cited alongside, same era.
Information theory, inference, and learning algorithms
D. J. C. MacKay, · 2003
Cited alongside, same era.
“Sparse inverse covariance estimation with the graphical lasso,”
Jerome Friedman, Trevor Hastie, and Robert Tibshirani, · 2008
Later among the works it cites.
Probabilistic graphical models: principles and techniques
Daphne Koller and Nir Friedman, · 2009
Later among the works it cites.
“On the distribution of indefinite quadratic forms in gaussian random variables,”
T. Y. Al-Naffouri and B. Hassibi, · 2009
Later among the works it cites.
“On pairs of f f -divergences and their joint range,”
Peter Harremoës and Igor Vajda, · 2010
Later among the works it cites.
The Laplace distribution and generalizations: a revisit with applications to communications, economics, engineering, and finance
S. Kotz, T. Kozubowski, and K. Podgorski, · 2012
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
“Methods and criteria for model selection,”
Joseph B Kadane and Nicole A Lazar, · 2004
Cited alongside, same era.
“Advantages to transforming the receiver operating characteristic (roc) curve into likelihood ratio co-ordinates,”
Nils P Johnson, · 2004
Cited alongside, same era.
“Model selection through sparse maximum likelihood estimation,”
N. Meinshausen and P. Buhlmann, · 2006
Cited alongside, same era.
Testing statistical hypotheses
E. L. Lehmann and J. P. Romano, · 2006
Cited alongside, same era.
“Interpreting kullback–leibler divergence with the neyman–pearson lemma,”
S. Eguchi and J. Copas, · 2006
Cited alongside, same era.
“Gaussian processes for machine learning,”
C. E. Rasmussen and C. K. I. Williams, · 2006
Cited alongside, same era.
T. M. Cover and J. A. Thomas, · 2012
Later among the works it cites.
“The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains,”
David I Shuman, Sunil K Narang, Pascal Frossard, Antonio Ortega, and Pierre Vandergheynst, · 2013
Later among the works it cites.
“First order markov chain approximation of microgrid renewable generators covariance matrix,”
N. T. Khajavi and A. Kuh, · 2013
Later among the works it cites.
“An accurate approximation to the distribution of a linear combination of non-central chi-square random variables,”
H. T. Ha and S. B. Provost, · 2013
Later among the works it cites.
“Spatial correlations for solar pv generation and its tree approximation analysis,”
N. T. Khajavi, A. Kuh, and N. P. Santhanam, · 2014
Later among the works it cites.
“The quality of tree approximation from auc bounds,”
N. T. Khajavi and A. Kuh, · 2016
Closest in time.
“Latent tree approximation in linear model,”
Navid Tafaghodi Khajavi, · 2017
Closest in time.