activity
20172025
most citedImproving Long-Term Metrics in Recommendation Systems using Short-Horizon Reinforcement Learning

2 citations · 4 across the 4 of their papers we have counts for

collaborators
Showing stat.MLShow all

3 papers · 1 filter

stat.ML2019

Learning Gaussian Graphical Models with Ordered Weighted L1 Regularization

Cody Mazza-Anthony, Bogdan Mazoure, Mark Coates

We address the task of identifying densely connected subsets of multivariate Gaussian random variables within a graphical model framework. We propose two novel estimators based on…

stat.ML2018

GAN Q-learning

Thang Doan, Bogdan Mazoure, Clare Lyle

Distributional reinforcement learning (distributional RL) has seen empirical success in complex Markov Decision Processes (MDPs) in the setting of nonlinear function approximation.…

stat.ML2017★ 1 cited

Alpha-Divergences in Variational Dropout

Bogdan Mazoure, Riashat Islam

We investigate the use of alternative divergences to Kullback-Leibler (KL) in variational inference(VI), based on the Variational Dropout \cite{kingma2015}. Stochastic gradient var…