FeatureSelectionusingStochasticGatesYutaroYamada1OfirLindenbaum2SahandNegahban1YuvalKluger23Abstract(e.g.,genesorproteins)oftenexceedsthenumberofsam-ples.Inthissetting,featureselectioncanleadtoimpr...
TowardsBinary-ValuedGatesforRobustLSTMTrainingZhuohanLi1DiHe1FeiTian2WeiChen2TaoQin2LiweiWang13Tie-YanLiu2AbstractingproblemofconventionalRNNs,longshort-termmem-ory(LSTM)(Gersetal.,1999;Hochreiter&...