Jekyll2026-10-04T22:52:04+00:00https://proceedings.mlr.press/r13/feed.xmlProceedings of Machine Learning ResearchProceedings of the 31st Conference on Uncertainty in Artificial Intelligence
Held in Amsterdam, Netherlands on 12-16 July 2015
Published as Reissue 13 by the Proceedings of Machine Learning Research on 04 October 2026.
Volume Edited by:
Marina Meila
Tom Heskes
Series Editors:
Tegan Emerson
Hoel Kervadec
Neil D. Lawrence
PMLR(Nearly) Optimal Differentially Private Stochastic Multi-Arm Bandits2015-07-12T00:00:00+00:002015-07-12T00:00:00+00:00https://proceedings.mlr.press/r13/198915a[{"given"=>"Nikita Mishra", "family"=>"1989"}, {"given"=>"Abhradeep Thakurta", "family"=>"Yahoo!"}]Optimal expert elicitation to reduce interval uncertainty2015-07-12T00:00:00+00:002015-07-12T00:00:00+00:00https://proceedings.mlr.press/r13/abdallah15a[{"given"=>"Nadia Ben", "family"=>"Abdallah"}, {"given"=>"Sébastien", "family"=>"Destercke"}]Stable Spectral Learning Based on Schur Decomposition2015-07-12T00:00:00+00:002015-07-12T00:00:00+00:00https://proceedings.mlr.press/r13/adobe15a[{"given"=>"Nikos Vlassis", "family"=>"Adobe"}, {"given"=>"Nicolo Colombo LCSB Univ of", "family"=>"Luxembourg"}]Are You Doing What I Think You Are Doing? Criticising Uncertain Agent Models2015-07-12T00:00:00+00:002015-07-12T00:00:00+00:00https://proceedings.mlr.press/r13/albrecht15a[{"given"=>"Stefano", "family"=>"Albrecht"}, {"given"=>"Subramanian", "family"=>"Ramamoorthy"}]Classification of Sparse and Irregularly Sampled Time Series with Mixtures of Expected Gaussian Kernels and Random Features2015-07-12T00:00:00+00:002015-07-12T00:00:00+00:00https://proceedings.mlr.press/r13/amherst15a[{"given"=>"Steven Cheng-Xian Li UMass", "family"=>"Amherst"}, {"given"=>"Benjamin Marlin UMass", "family"=>"Amherst"}]Bethe Projections for Non-Local Inference2015-07-12T00:00:00+00:002015-07-12T00:00:00+00:00https://proceedings.mlr.press/r13/amherst15b[{"given"=>"Luke Vilnis UMass", "family"=>"Amherst"}, {"given"=>"David Belanger UMass", "family"=>"Amherst"}, {"given"=>"Daniel Sheldon UMass", "family"=>"Amherst"}, {"given"=>"Andrew McCallum UMass", "family"=>"Amherst"}]Intelligent Affect: Rational Decision Making for Socially Aligned Agents2015-07-12T00:00:00+00:002015-07-12T00:00:00+00:00https://proceedings.mlr.press/r13/asghar15a[{"given"=>"Nabiha", "family"=>"Asghar"}, {"given"=>"Jesse", "family"=>"Hoey"}]A Statistical Framework for Clustering Representation Learning2015-07-12T00:00:00+00:002015-07-12T00:00:00+00:00https://proceedings.mlr.press/r13/ashtiani15a[{"given"=>"Hassan", "family"=>"Ashtiani"}, {"given"=>"Shai", "family"=>"Ben-David"}]Tracking with ranked signals2015-07-12T00:00:00+00:002015-07-12T00:00:00+00:00https://proceedings.mlr.press/r13/austin15a[{"given"=>"Tianyang Li UT", "family"=>"Austin"}, {"given"=>"Harsh Pareek UT", "family"=>"Austin"}, {"given"=>"Pradeep Ravikumar UT", "family"=>"Austin"}, {"given"=>"Dhruv Balwada Geophysical Fluid Dynamics Institute at Florida State", "family"=>"University"}, {"given"=>"Kevin Speer Geophysical Fluid Dynamics Institute at Florida State", "family"=>"University"}]How matroids occur in the context of learning Bayesian network structure2015-07-12T00:00:00+00:002015-07-12T00:00:00+00:00https://proceedings.mlr.press/r13/autom-15a[{"given"=>"Milan Studeny Inst. Info. Theory and", "family"=>"Autom."}]