Variational Inference: A Review for Statisticians von Blei, David M., Kucukelbir, Alp, McAuliffe, Jon D.

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Candidate Cell and Matrix Interaction Domains on the Collagen Fibril, the Predominant Protein of Vertebrates von Sweeney, Shawn M., Orgel, Joseph P., Fertala, Andrzej, McAuliffe, Jon D., Turner, Kevin R., Di Lullo, Gloria A., Chen, Steven, Antipova, Olga, Perumal, Shiamalee, Ala-Kokko, Leena, Forlino, Antonella, Cabral, Wayne A., Barnes, Aileen M., Marini, Joan C., Antonio, James D. San

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Convexity, Classification, and Risk Bounds von Bartlett, Peter L, Jordan, Michael I, McAuliffe, Jon D

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Subtree Power Analysis and Species Selection for Comparative Genomics von McAuliffe, Jon D., Jordan, Michael I., Pachter, Lior, Bickel, Peter J.

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Variational Inference for Large-Scale Models of Discrete Choice von Braun, Michael, McAuliffe, Jon

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Multiple-sequence functional annotation and the generalized hidden Markov phylogeny von McAuliffe, Jon D., Pachter, Lior, Jordan, Michael I.

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APPROXIMATE INFERENCE FOR CONSTRUCTING ASTRONOMICAL CATALOGS FROM IMAGES von Regier, Jeffrey, Miller, Andrew C., Schlegel, David, Adams, Ryan P., Mcauliffe, Jon D., Prabhat

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Discussions of boosting papers, and rejoinders von Bartlett, Peter L., Bickel, Peter J., Bühlmann, Peter, Freund, Yoav, Friedman, Jerome, Hastie, Trevor, Jiang, Wenxin, Jordan, Michael J., Koltchinskii, Vladimir, Lugosi, Gábor, McAuliffe, Jon D., Ritov, Ya'acov, Rosset, Saharan, Schapire, Robert E., Tibshirani, Robert, Vayatis, Nicolas, Yu, Bin, Zhang, Tong, Zhu, Ji

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Nonparametric empirical Bayes for the Dirichlet process mixture model von McAuliffe, Jon D., Blei, David M., Jordan, Michael I.

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Variational Inference for Deblending Crowded Starfields von Liu, Runjing, McAuliffe, Jon D, Regier, Jeffrey

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Comment: [Support Vector Machines with Applications] von Bartlett, Peter L., Jordan, Michael I., McAuliffe, Jon D.

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Comment von Bartlett, Peter L., Jordan, Michael I., McAuliffe, Jon D.

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[Consistency in Boosting]: Discussion von Bartlett, Peter L., Jordan, Michael I., McAuliffe, Jon D.

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Candidate Cell and Matrix Interaction Domains on the Collagen Fibril, the Predominant Protein of VertebratesS von Sweeney, Shawn M., Orgel, Joseph P., Fertala, Andrzej, McAuliffe, Jon D., Turner, Kevin R., Di Lullo, Gloria A., Chen, Steven, Antipova, Olga, Perumal, Shiamalee, Ala-Kokko, Leena, Forlino, Antonella, Cabral, Wayne A., Barnes, Aileen M., Marini, Joan C., Antonio, James D. San

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Variational Inference: A Review for Statisticians von Blei, David M, Kucukelbir, Alp, McAuliffe, Jon D

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Variational Inference for Deblending Crowded Starfields von Liu, Runjing, McAuliffe, Jon D, Regier, Jeffrey, the LSST Dark Energy Science Collaboration

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Approximate Inference for Constructing Astronomical Catalogs from Images von Regier, Jeffrey, Miller, Andrew C, Schlegel, David, Adams, Ryan P, McAuliffe, Jon D, Prabhat

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Comment von Bartlett, Peter L, Jordan, Michael I, McAuliffe, Jon D

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Statistical behavior and consistency of classification methods based on convex risk minimization. Discussion. Rejoinder von TONG ZHANG, BARTLETT, Peter L, ROSSET, Saharon, TIBSHIRANI, Robert, JI ZHU, KOLTCHINSKII, Vladimir, FREUND, Yoav, SCHAPIRE, Robert E, WENXIN JIANG, LUGOSI, Gabor, VAYATIS, Nicolas, JORDAN, Michael I, MCAULIFFE, Jon D, BICKEL, Peter J, RITOV, Ya'Acov, BÜHLMANN, Peter, BIN YU, FRIEDMAN, Jerome, HASTIE, Trevor

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Approximate Inference for Constructing Astronomical Catalogs from Images von Regier, Jeffrey, Miller, Andrew C, Schlegel, David, Adams, Ryan P, McAuliffe, Jon D, Prabhat

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