activity
20162021
most citedGraph Convolutional Matrix Completion

1.1k citations · 1.2k across the 5 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2018

Sylvester Normalizing Flows for Variational Inference

Rianne van den Berg, Leonard Hasenclever, Jakub M. Tomczak +1

Variational inference relies on flexible approximate posterior distributions. Normalizing flows provide a general recipe to construct flexible variational posteriors. We introduce…

stat.ML2017★ 1.1k cited

Graph Convolutional Matrix Completion

Rianne van den Berg, Thomas N. Kipf, Max Welling

We consider matrix completion for recommender systems from the point of view of link prediction on graphs. Interaction data such as movie ratings can be represented by a bipartite…