LatentFeatureLassoIanE.H.Yen1Wei-ChengLee2Sung-EnChang2ArunS.Suggala1Shou-DeLin2PradeepRavikumar1AbstractnationofLatentclasses.Forinstance,adocumentobjectcouldbemodeledasaconvexcombinationoftopicob...
DiscoveringDiscreteLatentTopicswithNeuralVariationalInferenceYishuMiao1EdwardGrefenstette2PhilBlunsom12AbstracteitherMonteCarloorVariationaltechniques(Jordanetal.,1999;Attias,2000;Beal,2003)).Howev...
DeepLatentDirichletAllocationwithTopic-Layer-AdaptiveStochasticGradientRiemannianMCMCYulaiCong1BoChen1HongweiLiu1MingyuanZhou2Abstractsuchasdeepbeliefnetwork(DBN)(Hintonetal.,2006)anddeepBoltzmannm...