Mengshoel, Ole J.

19 publications

JAIR 2020 Adaptive Stress Testing: Finding Likely Failure Events with Reinforcement Learning Ritchie Lee, Ole J. Mengshoel, Anshu Saksena, Ryan W. Gardner, Daniel Genin, Joshua Silbermann, Michael P. Owen, Mykel J. Kochenderfer

ICML 2020 Graphical Models Meet Bandits: A Variational Thompson Sampling Approach Tong Yu, Branislav Kveton, Zheng Wen, Ruiyi Zhang, Ole J. Mengshoel

AAAI 2018 Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models Bing Liu, Tong Yu, Ian R. Lane, Ole J. Mengshoel

ECML-PKDD 2018 SpectralLeader: Online Spectral Learning for Single Topic Models Tong Yu, Branislav Kveton, Zheng Wen, Hung Bui, Ole J. Mengshoel

ECML-PKDD 2017 Thompson Sampling for Optimizing Stochastic Local Search Tong Yu, Branislav Kveton, Ole J. Mengshoel

PGM 2016 A Genetic Algorithm for Learning Parameters in Bayesian Networks Using Expectation Maximization Priya Krishnan Sundararajan, Ole J. Mengshoel

IJCAI 2016 Markov Chain Analysis of Noise and Restart in Stochastic Local Search Ole J. Mengshoel, Youssef Ahres, Tong Yu

ECML-PKDD 2016 Stochastic CoSaMP: Randomizing Greedy Pursuit for Sparse Signal Recovery Dipan K. Pal, Ole J. Mengshoel

UAI 2014 Bayesian Network Parameter Learning Using EM with Parameter Sharing Erik Reed, Ole J. Mengshoel

UAI 2013 Exploring Multiple Dimensions of Parallelism in Junction Tree Message Passing Lu Zheng, Ole J. Mengshoel

UAI 2013 Latent Topic Analysis for Predicting Group Purchasing Behavior on the Social Web Feng-Tso Sun, Yi-Ting Yeh, Ole J. Mengshoel, Martin L. Griss

UAI 2013 Proceedings of the 2013 UAI Application Workshops: Big Data Meet Complex Models and Models for Spatial, Temporal and Network Data, Bellvue, Washington, USA Russell G. Almond, Ole J. Mengshoel

AISTATS 2012 Age-Layered Expectation Maximization for Parameter Learning in Bayesian Networks Avneesh Saluja, Priya Krishnan Sundararajan, Ole J Mengshoel

UAI 2012 Reactive Bayesian Network Computation Using Feedback Control: An Empirical Study Ole J. Mengshoel, Abe Ishihara, Erik Reed

UAI 2011 Belief Propagation by Message Passing in Junction Trees: Computing Each Message Faster Using GPU Parallelization Lu Zheng, Ole J. Mengshoel, Jike Chong

AAAI 2008 Diagnosing Faults in Electrical Power Systems of Spacecraft and Aircraft Ole J. Mengshoel, Adnan Darwiche, Keith Cascio, Mark Chavira, Scott Poll, N. Serdar Uckun

AAAI 2007 Macroscopic Models of Clique Tree Growth for Bayesian Networks Ole J. Mengshoel

AAAI 1997 Belief Network Inference in Dynamic Environments Ole J. Mengshoel

AAAI 1996 ReCognition and Critiquing of Erroneous Agent Actions Ole J. Mengshoel, David C. Wilkins