626 citations · 974 across the 18 of their papers we have counts for
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cs.LG2014
Distributed Decision Trees
Ozan İrsoy, Ethem Alpaydın
Recently proposed budding tree is a decision tree algorithm in which every node is part internal node and part leaf. This allows representing every decision tree in a continuous pa…
cs.LG2014★ 9 cited
Modeling Compositionality with Multiplicative Recurrent Neural Networks
Ozan İrsoy, Claire Cardie
We present the multiplicative recurrent neural network as a general model for compositional meaning in language, and evaluate it on the task of fine-grained sentiment analysis. We…
cs.LG2014
Autoencoder Trees
Ozan İrsoy, Ethem Alpaydın
We discuss an autoencoder model in which the encoding and decoding functions are implemented by decision trees. We use the soft decision tree where internal nodes realize soft mult…