Jekyll2025-08-27T05:38:44+00:00https://proceedings.mlr.press/v124/feed.xmlProceedings of Machine Learning ResearchProceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI)
Held in Virtual on 03-06 August 2020
Published as Volume 124 by the Proceedings of Machine Learning Research on 27 August 2020.
Volume Edited by:
Jonas Peters
David Sontag
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRLearning by Repetition: Stochastic Multi-armed Bandits under Priming Effect2020-08-27T00:00:00+00:002020-08-27T00:00:00+00:00https://proceedings.mlr.press/v124/agrawal20a[{"given"=>"Priyank", "family"=>"Agrawal"}, {"given"=>"Theja", "family"=>"Tulabandula"}]Bayesian Online Prediction of Change Points2020-08-27T00:00:00+00:002020-08-27T00:00:00+00:00https://proceedings.mlr.press/v124/agudelo-espana20a[{"given"=>"Diego", "family"=>"Agudelo-España"}, {"given"=>"Sebastian", "family"=>"Gomez-Gonzalez"}, {"given"=>"Stefan", "family"=>"Bauer"}, {"given"=>"Bernhard", "family"=>"Schölkopf"}, {"given"=>"Jan", "family"=>"Peters"}]Iterative Channel Estimation for Discrete Denoising under Channel Uncertainty2020-08-27T00:00:00+00:002020-08-27T00:00:00+00:00https://proceedings.mlr.press/v124/ahn20a[{"given"=>"Hongjoon", "family"=>"Ahn"}, {"given"=>"Taesup", "family"=>"Moon"}]Learning LWF Chain Graphs: A Markov Blanket Discovery Approach2020-08-27T00:00:00+00:002020-08-27T00:00:00+00:00https://proceedings.mlr.press/v124/ali-javidian20a[{"given"=>"Mohammad", "family"=>"Ali Javidian"}, {"given"=>"Marco", "family"=>"Valtorta"}, {"given"=>"Pooyan", "family"=>"Jamshidi"}]Structure Learning for Cyclic Linear Causal Models2020-08-27T00:00:00+00:002020-08-27T00:00:00+00:00https://proceedings.mlr.press/v124/amendola20a[{"given"=>"Carlos", "family"=>"Amendola"}, {"given"=>"Philipp", "family"=>"Dettling"}, {"given"=>"Mathias", "family"=>"Drton"}, {"given"=>"Federica", "family"=>"Onori"}, {"given"=>"Jun", "family"=>"Wu"}]Divergence-Based Motivation for Online EM and Combining Hidden Variable Models2020-08-27T00:00:00+00:002020-08-27T00:00:00+00:00https://proceedings.mlr.press/v124/amid20a[{"given"=>"Ehsan", "family"=>"Amid"}, {"given"=>"Manfred", "family"=>"K. Warmuth"}]Semi-bandit Optimization in the Dispersed Setting2020-08-27T00:00:00+00:002020-08-27T00:00:00+00:00https://proceedings.mlr.press/v124/balcan20a[{"given"=>"Maria-Florina", "family"=>"Balcan"}, {"given"=>"Travis", "family"=>"Dick"}, {"given"=>"Wesley", "family"=>"Pegden"}]Generalized Policy Elimination: an efficient algorithm for Nonparametric Contextual Bandits2020-08-27T00:00:00+00:002020-08-27T00:00:00+00:00https://proceedings.mlr.press/v124/bibaut20a[{"given"=>"Aurelien", "family"=>"Bibaut"}, {"given"=>"Antoine", "family"=>"Chambaz"}, {"given"=>"Mark", "family"=>"Laan"}]Kidney Exchange with Inhomogeneous Edge Existence Uncertainty2020-08-27T00:00:00+00:002020-08-27T00:00:00+00:00https://proceedings.mlr.press/v124/bidkhori20a[{"given"=>"hoda", "family"=>"bidkhori"}, {"given"=>"John", "family"=>"Dickerson"}, {"given"=>"Duncan", "family"=>"McElfresh"}, {"given"=>"Ke", "family"=>"Ren"}]Amortized variance reduction for doubly stochastic objective2020-08-27T00:00:00+00:002020-08-27T00:00:00+00:00https://proceedings.mlr.press/v124/boustati20a[{"given"=>"Ayman", "family"=>"Boustati"}, {"given"=>"Sattar", "family"=>"Vakili"}, {"given"=>"James", "family"=>"Hensman"}, {"given"=>"ST", "family"=>"John"}]