| 2020 | ICML | Graphical Models Meet Bandits: A Variational Thompson Sampling Approach. | Tong Yu, Branislav Kveton, Zheng Wen, Ruiyi Zhang, Ole J. Mengshoel |
| 2018 | AAAI | Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models. | Bing Liu, Tong Yu, Ian R. Lane, Ole J. Mengshoel |
| 2018 | AAAI | ILPC: Iterative Learning Using Physical Constraints in Real-World Sensing Data. | Tong Yu, Shijia Pan, Susu Xu, Xinlei Chen, Mostafa Mirshekari, Jonathon Fagert, Hae Young Noh, Pei Zhang, Ole J. Mengshoel |
| 2018 | DSAA | Wetting and Drying of Soil: From Data to Understandable Models for Prediction. | Aniruddha Basak, Ole J. Mengshoel, Kevin M. Schmidt, Chinmay Kulkarni |
| 2018 | DSAA | Captioning with Language-Based Attention. | Anshu Rajendra, Ritwik Rajendra, Ole J. Mengshoel, Ming Zeng, Momina Haider |
| 2018 | SDM | Interpretable Categorization of Heterogeneous Time Series Data. | Ritchie Lee, Mykel J. Kochenderfer, Ole J. Mengshoel, Joshua Silbermann |
| 2017 | CIKM | QoS-Aware Scheduling of Heterogeneous Servers for Inference in Deep Neural Networks. | Zhou Fang, Tong Yu, Ole J. Mengshoel, Rajesh K. Gupta |
| 2017 | CLOUD | Mitigating multi-tenant interference on mobile offloading servers: poster abstract. | Zhou Fang, Mulong Luo, Tong Yu, Ole J. Mengshoel, Mani B. Srivastava, Rajesh K. Gupta |
| 2017 | GECCO | Optimizing the decomposition of time series using evolutionary algorithms: soil moisture analytics. | Aniruddha Basak, Ole J. Mengshoel, Chinmay Kulkarni, Kevin M. Schmidt, Prathi Shastry, Rao Rapeta |
| 2017 | SMC | Content-based top-N recommendations with perceived similarity. | Charlie Wang, Arpita Agrawal, Xiaojun Li, Tanima Makkad, Ejaz Veljee, Ole J. Mengshoel, Alvin Jude |
| 2016 | AAAI | Scalable Causal Learning for Predicting Adverse Events in Smart Buildings. | Aniruddha Basak, Ole J. Mengshoel, Stefan Hosein, Rodney Martin |
| 2016 | AAAI | Identifying Contributing Factors of Occupant Thermal Discomfort in a Smart Building. | Aniruddha Basak, Ole J. Mengshoel, Stefan Hosein, Rodney Martin, Jayasudha Jayakumaran, Mario Gurrola Morga, Ishwari Aghav |
| 2016 | IJCAI | Markov Chain Analysis of Noise and Restart in Stochastic Local Search. | Ole J. Mengshoel, Youssef Ahres, Tong Yu |
| 2014 | GECCO | Darwin: a ground truth agnostic CAPTCHA generator using evolutionary algorithm. | Eric Yawei Chen, Lin-Shung Huang, Ole J. Mengshoel, Jason D. Lohn |
| 2014 | GECCO | Feedback control for multi-modal optimization using genetic algorithms. | Jun Shi, Ole J. Mengshoel, Dipan K. Pal |
| 2014 | UAI | Bayesian Network Parameter Learning using EM with Parameter Sharing. | Erik Reed, Ole J. Mengshoel |
| 2013 | KDD | Optimizing parallel belief propagation in junction treesusing regression. | Lu Zheng, Ole J. Mengshoel |
| 2013 | UAI | Latent Topic Analysis for Predicting Group Purchasing Behavior on the Social Web. | Feng-Tso Sun, Yi-Ting Yeh, Ole J. Mengshoel, Martin L. Griss |
| 2013 | UAI | Exploring Multiple Dimensions of Parallelism in Junction Tree Message Passing. | Lu Zheng, Ole J. Mengshoel |
| 2013 | VDA | Multi-focus and multi-level techniques for visualization and analysis of networks with thematic data. | Michele Cossalter, Ole J. Mengshoel, Ted Selker |
| 2013 | VDA | Multi-focus and multi-window techniques for interactive network exploration. | Priya Krishnan Sundararajan, Ole J. Mengshoel, Ted Selker |
| 2012 | KDD | Accelerating Bayesian network parameter learning using Hadoop and MapReduce. | Aniruddha Basak, Irina Brinster, Xianheng Ma, Ole J. Mengshoel |
| 2012 | UAI | Reactive Bayesian Network Computation using Feedback Control: An Empirical Study. | Ole J. Mengshoel, Abe Ishihara, Erik Reed |
| 2011 | AAAI | Visualizing and Understanding Large-Scale Bayesian Networks. | Michele Cossalter, Ole J. Mengshoel, Ted Selker |
| 2011 | AAAI | Multi-Fisheye for Interactive Visualization of Large Graphs. | Priya Krishnan Sundararajan, Ole J. Mengshoel, Ted Selker |
| 2011 | UAI | Belief Propagation by Message Passing in Junction Trees: Computing Each Message Faster Using GPU Parallelization. | Lu Zheng, Ole J. Mengshoel, Jike Chong |
| 2010 | GECCO | Generalized crowding for genetic algorithms. | Severino F. Galn, Ole J. Mengshoel |
| 2010 | RV | Who Guards the Guardians? - Toward V&V of Health Management Software - (Short Paper). | Johann Schumann, Ashok N. Srivastava, Ole J. Mengshoel |
| 2008 | AAAI | Diagnosing Faults in Electrical Power Systems of Spacecraft and Aircraft. | Ole J. Mengshoel, Adnan Darwiche, Keith Cascio, Mark Chavira, Scott Poll, N. Serdar Uckun |
| 2007 | AAAI | Macroscopic Models of Clique Tree Growth for Bayesian Networks. | Ole J. Mengshoel |
| 2003 | IUI | Information filtering using bayesian networks: effective user interfaces for aviation weather data. | Corinne Clinton Ruokangas, Ole J. Mengshoel |
| 2000 | SMC | CoRaven: model-based design of a cognitive tool for real-time intelligence monitoring and analysis. | Caroline C. Hayes, Robin R. Penner, Hakan Ergan, Li Lu, Nan Tu, Patricia M. Jones, Peter Asaro, Robin Bargar, Oleksandr Chernyshenko, Insook Choi, Nora Danner, Ole J. Mengshoel, Janet A. Sniezek, David C. Wilkins |
| 1998 | SMC | CoRAVEN: modeling and design of a multimedia intelligent infrastructure for collaborative intelligence analysis. | Patricia M. Jones, Caroline C. Hayes, David C. Wilkins, Robin Bargar, Janet A. Sniezek, Peter Asaro, Ole J. Mengshoel, D. Kessler, Martin J. Lucenti Jr., Insook Choi, Nan Tu, J. L. Schlabach |
| 1997 | AAAI | Belief Network Inference in Dynamic Environments. | Ole J. Mengshoel |
| 1996 | AAAI | ReCognition and Critiquing of Erroneous Agent Actions. | Ole J. Mengshoel, David C. Wilkins |
| 1993 | EKAW | Acquisition and Modeling of Uncertain, Incomplete and Time-Varying Knowldege. | Ole J. Mengshoel, Ingeborg Slvberg |