John Lafferty

Affiliations: 
Carnegie Mellon University, Pittsburgh, PA 
 2011- University of Chicago, Chicago, IL 
Area:
statistical machine learning
Website:
https://galton.uchicago.edu/~lafferty/
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"John Lafferty"
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Publications

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Mishra N, Zhang H, Lafferty JD, et al. (2015) A probabilistic graphical model-based approach for minimizing energy under performance constraints Acm Sigplan Notices. 50: 267-281
Zheng Q, Lafferty J. (2015) A convergent gradient descent algorithm for rank minimization and semidefinite programming from random linear measurements Advances in Neural Information Processing Systems. 2015: 109-117
Liu Z, Lafferty J. (2014) Blossom tree graphical models Advances in Neural Information Processing Systems. 2: 1458-1465
Zhu Y, Lafferty J. (2014) Quantized estimation of Gaussian sequence models in Euclidean balls Advances in Neural Information Processing Systems. 4: 3662-3670
Chen M, Lafferty J. (2013) Mismatched estimation and relative entropy in vector Gaussian channels Ieee International Symposium On Information Theory - Proceedings. 2845-2849
Kalaitzis A, Lafferty J, Lawrence ND, et al. (2013) The bigraphical lasso 30th International Conference On Machine Learning, Icml 2013. 2266-2274
Shender D, Lafferty J. (2013) Computation-risk tradeoffs for covariance-thresholded regression 30th International Conference On Machine Learning, Icml 2013. 1793-1801
Zhao T, Liu H, Roeder K, et al. (2012) The huge Package for High-dimensional Undirected Graph Estimation in R. Journal of Machine Learning Research : Jmlr. 13: 1059-1062
DiFrancesco T, Boychuk DJ, Lafferty JD, et al. (2012) Bone marrow aspirate collection and preparation--a comparison of three methods. Clinical and Investigative Medicine. MéDecine Clinique Et Experimentale. 35: E114-6
Lafferty J, Liu H, Wasserman L. (2012) Sparse nonparametric graphical models Statistical Science. 27: 519-537
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