20 citations · 59 across the 7 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
stat.ML2018★ 11 cited
A General Method for Amortizing Variational Filtering
Joseph Marino, Milan Cvitkovic, Yisong Yue
We introduce the variational filtering EM algorithm, a simple, general-purpose method for performing variational inference in dynamical latent variable models using information fro…
cs.LG2018
Some Requests for Machine Learning Research from the East African Tech Scene
Milan Cvitkovic
Based on 46 in-depth interviews with scientists, engineers, and CEOs, this document presents a list of concrete machine research problems, progress on which would directly benefit…
cs.LG2018★ 20 cited
Open Vocabulary Learning on Source Code with a Graph-Structured Cache
Milan Cvitkovic, Badal Singh, Anima Anandkumar
Machine learning models that take computer program source code as input typically use Natural Language Processing (NLP) techniques. However, a major challenge is that code is writt…