Zobrazeno 1 - 10
of 32
pro vyhledávání: '"Zheng, Alice X."'
A feature selection algorithm should ideally satisfy four conditions: reliably extract relevant features; be able to identify non-linear feature interactions; scale linearly with the number of features and dimensions; allow the incorporation of known
Externí odkaz:
http://arxiv.org/abs/1901.04055
As machine learning transitions increasingly towards real world applications controlling the test-time cost of algorithms becomes more and more crucial. Recent work, such as the Greedy Miser and Speedboost, incorporate test-time budget constraints in
Externí odkaz:
http://arxiv.org/abs/1901.04065
We consider the problem of diagnosing faults in a system represented by a Bayesian network, where diagnosis corresponds to recovering the most likely state of unobserved nodes given the outcomes of tests (observed nodes). Finding an optimal subset of
Externí odkaz:
http://arxiv.org/abs/1207.1418
Publikováno v:
Foundations and Trends in Machine Learning, 2(2):1-117, 2009
Networks are ubiquitous in science and have become a focal point for discussion in everyday life. Formal statistical models for the analysis of network data have emerged as a major topic of interest in diverse areas of study, and most of these involv
Externí odkaz:
http://arxiv.org/abs/0912.5410
Autor:
Zheng, Alice X., Harrington, Alexander H., Love, Stephanie A., Thélémaque, Linda D., Anderson, Frank W.J.
Publikováno v:
In International Journal of Gynecology and Obstetrics March 2013 120(3):232-235
Autor:
Zheng, Alice X., Anderson, Frank W.J.
Publikováno v:
In International Journal of Gynecology and Obstetrics 2009 104(2):85-89
Autor:
Mesnier, Michael P., Wachs, Matthew, Sambasivan, Raja R., Zheng, Alice X., Ganger, Gregory R.
Publikováno v:
Communications of the ACM; Apr2009, Vol. 52 Issue 4, p91-96, 6p, 2 Diagrams, 5 Charts, 2 Graphs
Publikováno v:
Proceedings of the 20th ACM SIGKDD International Conference Knowledge Discovery & Data Mining; 8/24/2014, p522-531, 10p
Autor:
Low, Yucheng, Zheng, Alice X.
Publikováno v:
Proceedings of the 21st ACM International Conference Information & Knowledge Management; 10/29/2012, p2070-2074, 5p
Publikováno v:
Proceedings of the ACM SIGMETRICS International Conference: Measurement & Modeling of Computer Systems; 6/14/2010, p1-12, 12p