Project Examples for Deep Structured Learning (Fall 2018)

We suggest below some project ideas. Feel free to use this as inspiration for your project. Talk to us for more details.


Sparse Classification with Sparsemax


Deep Generative Models for Discrete Data


Constrained Structured Classification with AD3


Structured multi-label classification


Hierarchical sparsemax attention


Sparse group lasso attention mechanism


Geometrical structure: embedding ellipses instead of points


Embed structured input data with graph-CNNs


Sparse link prediction


Structured Prediction Energy Networks