93 citations · 364 across the 34 of their papers we have counts for
3 papers · 1 filter
Predicting Genetic Regulatory Response Using Classification
Manuel Middendorf, Anshul Kundaje, Chris Wiggins +2
We present a novel classification-based method for learning to predict gene regulatory response. Our approach is motivated by the hypothesis that in simple organisms such as Saccha…
Generalization bounds for averaged classifiers
Yoav Freund, Yishay Mansour, Robert E. Schapire
We study a simple learning algorithm for binary classification. Instead of predicting with the best hypothesis in the hypothesis class, that is, the hypothesis that minimizes the t…
Predicting Genetic Regulatory Response using Classification: Yeast Stress Response
Manuel Middendorf, Anshul Kundaje, Chris Wiggins +2
We present a novel classification-based algorithm called GeneClass for learning to predict gene regulatory response. Our approach is motivated by the hypothesis that in simple orga…