Jekyll2023-02-08T10:44:08+00:00https://proceedings.mlr.press/v84/feed.xmlProceedings of Machine Learning ResearchProceedings of the Twenty-First International Conference on Artificial Intelligence and Statistics
Held in Playa Blanca, Lanzarote, Canary Islands on 09-11 April 2018
Published as Volume 84 by the Proceedings of Machine Learning Research on 31 March 2018.
Volume Edited by:
Amos Storkey
Fernando Perez-Cruz
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRAdaGeo: Adaptive Geometric Learning for Optimization and Sampling2018-03-31T00:00:00+00:002018-03-31T00:00:00+00:00https://proceedings.mlr.press/v84/abbati18a[{"given"=>"Gabriele", "family"=>"Abbati"}, {"given"=>"Alessandra", "family"=>"Tosi"}, {"given"=>"Michael", "family"=>"Osborne"}, {"given"=>"Seth", "family"=>"Flaxman"}]Stochastic algorithms for entropy-regularized optimal transport problems2018-03-31T00:00:00+00:002018-03-31T00:00:00+00:00https://proceedings.mlr.press/v84/abid18a[{"given"=>"Brahim Khalil", "family"=>"Abid"}, {"given"=>"Robert", "family"=>"Gower"}]Gauged Mini-Bucket Elimination for Approximate Inference2018-03-31T00:00:00+00:002018-03-31T00:00:00+00:00https://proceedings.mlr.press/v84/ahn18a[{"given"=>"Sungsoo", "family"=>"Ahn"}, {"given"=>"Michael", "family"=>"Chertkov"}, {"given"=>"Jinwoo", "family"=>"Shin"}, {"given"=>"Adrian", "family"=>"Weller"}]Proximity Variational Inference2018-03-31T00:00:00+00:002018-03-31T00:00:00+00:00https://proceedings.mlr.press/v84/altosaar18a[{"given"=>"Jaan", "family"=>"Altosaar"}, {"given"=>"Rajesh", "family"=>"Ranganath"}, {"given"=>"David", "family"=>"Blei"}]Structured Optimal Transport2018-03-31T00:00:00+00:002018-03-31T00:00:00+00:00https://proceedings.mlr.press/v84/alvarez-melis18a[{"given"=>"David", "family"=>"Alvarez-Melis"}, {"given"=>"Tommi", "family"=>"Jaakkola"}, {"given"=>"Stefanie", "family"=>"Jegelka"}]Integral Transforms from Finite Data: An Application of Gaussian Process Regression to Fourier Analysis2018-03-31T00:00:00+00:002018-03-31T00:00:00+00:00https://proceedings.mlr.press/v84/ambrogioni18a[{"given"=>"Luca", "family"=>"Ambrogioni"}, {"given"=>"Eric", "family"=>"Maris"}]Bayesian Structure Learning for Dynamic Brain Connectivity2018-03-31T00:00:00+00:002018-03-31T00:00:00+00:00https://proceedings.mlr.press/v84/andersen18a[{"given"=>"Michael", "family"=>"Andersen"}, {"given"=>"Ole", "family"=>"Winther"}, {"given"=>"Lars Kai", "family"=>"Hansen"}, {"given"=>"Russell", "family"=>"Poldrack"}, {"given"=>"Oluwasanmi", "family"=>"Koyejo"}]Kernel Conditional Exponential Family2018-03-31T00:00:00+00:002018-03-31T00:00:00+00:00https://proceedings.mlr.press/v84/arbel18a[{"given"=>"Michael", "family"=>"Arbel"}, {"given"=>"Arthur", "family"=>"Gretton"}]Robust Vertex Enumeration for Convex Hulls in High Dimensions2018-03-31T00:00:00+00:002018-03-31T00:00:00+00:00https://proceedings.mlr.press/v84/awasthi18a[{"given"=>"Pranjal", "family"=>"Awasthi"}, {"given"=>"Bahman", "family"=>"Kalantari"}, {"given"=>"Yikai", "family"=>"Zhang"}]One-shot Coresets: The Case of k-Clustering2018-03-31T00:00:00+00:002018-03-31T00:00:00+00:00https://proceedings.mlr.press/v84/bachem18a[{"given"=>"Olivier", "family"=>"Bachem"}, {"given"=>"Mario", "family"=>"Lucic"}, {"given"=>"Silvio", "family"=>"Lattanzi"}]