141 citations · 236 across the 4 of their papers we have counts for
4 papers
Unsupervised Predictive Memory in a Goal-Directed Agent
Greg Wayne, Chia-Chun Hung, David Amos +21
Animals execute goal-directed behaviours despite the limited range and scope of their sensors. To cope, they explore environments and store memories maintaining estimates of import…
Generative Temporal Models with Memory
Mevlana Gemici, Chia-Chun Hung, Adam Santoro +5
We consider the general problem of modeling temporal data with long-range dependencies, wherein new observations are fully or partially predictable based on temporally-distant, pas…
Normalizing Flows on Riemannian Manifolds
Mevlana C. Gemici, Danilo Rezende, Shakir Mohamed
We consider the problem of density estimation on Riemannian manifolds. Density estimation on manifolds has many applications in fluid-mechanics, optics and plasma physics and it ap…
Friends, Strangers, and the Value of Ego Networks for Recommendation
Amit Sharma, Mevlana Gemici, Dan Cosley
Two main approaches to using social network information in recommendation have emerged: augmenting collaborative filtering with social data and algorithms that use only ego-centric…