| 2022 | GECCO | Multi-objective path planning for environmental monitoring using an autonomous surface vehicle. | Federico Peralta, Michael Pearce, Matthias Poloczek, Daniel Gutirrez-Reina, Sergio Toral, Jrgen Branke |
| 2021 | AISTATS | Scalable Gaussian Process Variational Autoencoders. | Metod Jazbec, Matthew Ashman, Vincent Fortuin, Michael Pearce, Stephan Mandt, Gunnar Rtsch |
| 2019 | WSC | Bayesian Simulation Optimization with Common Random Numbers. | Michael Pearce, Matthias Poloczek, Jrgen Branke |
| 2018 | WSC | On Parallelizing Multi-Task Bayesian Optimization. | Matthew J. Groves, Michael Pearce, Jrgen Branke |
| 2017 | WSC | Acquisition functions for simultaneous Bayesian optimisation of multiple problems. | Michael Pearce |
| 2017 | WSC | Efficient expected improvement estimation for continuous multiple ranking and selection. | Michael Pearce, Jrgen Branke |
| 2017 | WSC | Bayesian simulation optimization with input uncertainty. | Michael Pearce, Jrgen Branke |
| 2012 | WoWMoM | Network Aware Caching for Video on Demand systems. | Bogdan Carbunar, Rahul Potharaju, Michael Pearce, Venu Vasudevan |
| 2011 | GLOBECOM | Predictive Caching for Video on Demand CDNs. | Bogdan Carbunar, Michael Pearce, Venu Vasudevan, Michael L. Needham |
| 2008 | ICNP | Byzantine resilient synchronization for content and presence updates in MANETS. | Bogdan Carbunar, Michael Pearce, Shivajit Mohapatra, Loren J. Rittle, Venu Vasudevan |
| 2007 | SECON | Query privacy in wireless sensor networks. | Bogdan Carbunar, Yang Yu, Weidong Shi, Michael Pearce, Venu Vasudevan |
| 1993 | HCI | The System is the Expert: Architecture for a Model-Based Tutor. | Michael Pearce |
| 1992 | IROS | The Learning Of Reactive Control Parameters Through Genetic Algorithms. | Michael Pearce, Ronald C. Arkin, Ashwin Ram |