518 citations · 933 across the 11 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.AI2017★ 31 cited
End-to-End Offline Goal-Oriented Dialog Policy Learning via Policy Gradient
Li Zhou, Kevin Small, Oleg Rokhlenko +1
Learning a goal-oriented dialog policy is generally performed offline with supervised learning algorithms or online with reinforcement learning (RL). Additionally, as companies acc…
cs.AI2017★ 9 cited
Visualizing the Consequences of Evidence in Bayesian Networks
Clifford Champion, Charles Elkan
This paper addresses the challenge of viewing and navigating Bayesian networks as their structural size and complexity grow. Starting with a review of the state of the art of visua…
stat.ML2017★ 17 cited
Predicting Surgery Duration with Neural Heteroscedastic Regression
Nathan Ng, Rodney A Gabriel, Julian McAuley +2
Scheduling surgeries is a challenging task due to the fundamental uncertainty of the clinical environment, as well as the risks and costs associated with under- and over-booking. W…