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Browsing by Author Sanner, Scott

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Continuous Real Time Dynamic Programming for Discrete and Continuous State MDPs

Author(s)Vianna, Luis Gustavo Rocha; Sanner, Scott; De Barros, Leliane Nunes
TypeConference paper
Date Published2014
Date Created18-22 October 2014

Cost-sensitive parsimonious linear regression

Author(s)Goetschalckx, Robby; Driessens, Kurt; Sanner, Scott
TypeConference paper
Date Published2008
Date CreatedDecember 15-18 2008

Decision-Theoretic Sparsification for Gaussian Process Preference Learning

Author(s)Abbasnejad, Ehsan; Bonilla, Edwin; Sanner, Scott
TypeJournal article
Date Published2013
Date Created-

Diverse Retrieval via Greedy Optimization of Expected 1-call@k in a Latent Subtopic Relevance Model

Author(s)Sanner, Scott; Guo, Shengbo; Graepel, Thore, et al
TypeConference paper
Date Published2011
Date CreatedOctober 24-28 2011

Efficient solutions to factored MDPs with imprecise transition probabilities

Author(s)Delgado, Karina Valdivia; Sanner, Scott; De Barros, Leliane Nunes
TypeJournal article
Date Published2011
Date Created-
01_Delgado_Efficient_Solutions_to_2009.pdf.jpg

Efficient Solutions to Factored MDPs with Imprecise Transition Probabilities

Author(s)Delgado, Karina Valdivia; Sanner, Scott; De Barros, Leliane Nunes, et al
TypeConference paper
Date Published2009
Date CreatedSeptember 19-23 2009

Exact Bayesian Pairwise Preference Learning and Inference on the Uniform Convex Polytope

Author(s)Sanner, Scott; Abbasnejad, Ehsan
TypeConference paper
Date Published2011
Date CreatedDecember 13-15 2011

Gaussian Process Preference Elicitation

Author(s)Bonilla, Edwin; Guo, Shengbo; Sanner, Scott
TypeConference paper
Date Published2010
Date CreatedDecember 6 2010

How to spice up your planning under uncertainty research life

Author(s)Sanner, Scott
TypeConference paper
Date Published2008
Date CreatedSeptember 14-18 2008

Improving LDA Topic Models for Microblogs via Tweet Pooling and Automatic Labeling

Author(s)Mehrotra, Rishabh; Sanner, Scott; Buntine, Wray, et al
TypeConference paper
Date Published2013
Date CreatedAugust 1 2013

Learning Community-Based Preferences via Dirichlet Process Mixtures of Gaussian Processes

Author(s)Abbasnejad, Ehsan; Sanner, Scott; Bonilla, Edwin, et al
TypeConference paper
Date Published2013
Date CreatedAugust 3-9 2013

Linear-Time Gibbs Sampling in Piecewise Graphical Models

Author(s)Afshar, Hadi Mohasel; Sanner, Scott; Abbasnejad, Ehsan
TypeConference paper
Date Published2015
Date CreatedJanuary 25-30, 2015

Loss-Calibrated Monte Carlo Action Selection

Author(s)Abbasnejad, Ehsan; Domke, Justin; Sanner, Scott
TypeConference paper
Date Published2015
Date CreatedJanuary 25-30, 2015

Multi-evidence Lifted Message Passing

Author(s)Ahmadi, Babak; Kersting, Kristian; Sanner, Scott
TypeConference paper
Date Published2011
Date CreatedJuly 16-22 2011
01_Guo_Multiattribute_Bayesian_2010.pdf.jpg

Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries

Author(s)Guo, Shengbo; Sanner, Scott
TypeConference paper
Date Published2010
Date CreatedJune 6 2010

New Objective Functions for Social Collaborative Filtering

Author(s)Noel, Joseph; Sanner, Scott; Tran, Khoi-Nguyen, et al
TypeConference paper
Date Published2012
Date CreatedApril 16-20 2012

On Term Selection Techniques for Patent Prior Art Search

Author(s)Golestan Far, Mona; Sanner, Scott; Bouadjenek, Mohamed Reda, et al
TypeConference paper
Date Published2015
Date CreatedAugust 9-13, 2015

Practical solution techniques for first-order MDPs

Author(s)Sanner, Scott; Boutilier, Craig
TypeJournal article
Date Published2009
Date Created-
01_Guo_Probabilistic_Latent_Maximal_2010.pdf.jpg

Probabilistic Latent Maximal Marginal Relevance

Author(s)Guo, Shengbo; Sanner, Scott
TypeConference paper
Date Published2010
Date CreatedJuly 19 2010

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