30 citations · 55 across the 5 of their papers we have counts for
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cs.LG2018★ 30 cited
Tropical Geometry of Deep Neural Networks
Liwen Zhang, Gregory Naitzat, Lek-Heng Lim
We establish, for the first time, connections between feedforward neural networks with ReLU activation and tropical geometry --- we show that the family of such neural networks is…
cs.CL2018
Gaussian Mixture Latent Vector Grammars
Yanpeng Zhao, Liwen Zhang, Kewei Tu
We introduce Latent Vector Grammars (LVeGs), a new framework that extends latent variable grammars such that each nonterminal symbol is associated with a continuous vector space re…