clinical decision support 1electronic health records 1hospital resource management 1patient discharge prediction 1predictive modeling 1
From the 1 of 51 linked papers with an AI index.
2.2k citations · 7.8k across the 48 of their papers we have counts for
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cs.LG2012★ 10 cited
Learning Factor Graphs in Polynomial Time & Sample Complexity
Pieter Abbeel, Daphne Koller, Andrew Y. Ng
We study computational and sample complexity of parameter and structure learning in graphical models. Our main result shows that the class of factor graphs with bounded factor size…
cs.LG2012★ 92 cited
Shift-Invariance Sparse Coding for Audio Classification
Roger Grosse, Rajat Raina, Helen Kwong +1
Sparse coding is an unsupervised learning algorithm that learns a succinct high-level representation of the inputs given only unlabeled data; it represents each input as a sparse l…