Michael Pearce

Publication Activity (10 Years)

Years Active: 1992-2022
Publications (10 Years): 21

Top Topics

Gaussian Process

Top Venues

ACM Trans. Multim. Comput. Commun. Appl.

Publications

Michael Pearce, Matthias Poloczek, Jürgen Branke
Bayesian Optimization Allowing for Common Random Numbers. Oper. Res. 70 (6) (2022)
Michael Pearce, Elena A. Erosheva
A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review. J. Mach. Learn. Res. 23 (2022)
Juan Ungredda, Michael Pearce, Jürgen Branke
Efficient computation of the Knowledge Gradient for Bayesian Optimization. CoRR (2022)
Federico Peralta, Michael Pearce, Matthias Poloczek, Daniel Gutiérrez-Reina, Sergio Toral, Jürgen Branke
Multi-objective path planning for environmental monitoring using an autonomous surface vehicle. GECCO Companion (2022)
Juan Ungredda, Michael Pearce, Jürgen Branke
Bayesian Optimisation vs. Input Uncertainty Reduction. ACM Trans. Model. Comput. Simul. 32 (3) (2022)
Metod Jazbec, Matthew Ashman, Vincent Fortuin, Michael Pearce, Stephan Mandt, Gunnar Rätsch
Scalable Gaussian Process Variational Autoencoders. AISTATS (2021)
Metod Jazbec, Vincent Fortuin, Michael Pearce, Stephan Mandt, Gunnar Rätsch
Scalable Gaussian Process Variational Autoencoders. CoRR (2020)
Michael Pearce, Janis Klaise, Matthew J. Groves
ConBO: Conditional Bayesian Optimization. CoRR (2020)
Metod Jazbec, Michael Pearce, Vincent Fortuin
Factorized Gaussian Process Variational Autoencoders. CoRR (2020)
Juan Ungredda, Michael Pearce, Jürgen Branke
Bayesian Optimisation vs. Input Uncertainty Reduction. CoRR (2020)
Matthew Ashman, Jonathan So, William Tebbutt, Vincent Fortuin, Michael Pearce, Richard E. Turner
Sparse Gaussian Process Variational Autoencoders. CoRR (2020)
Michael Pearce, Matthias Poloczek, Jürgen Branke
Bayesian Simulation Optimization with Common Random Numbers. WSC (2019)
Michael Pearce
The Gaussian Process Prior VAE for Interpretable Latent Dynamics from Pixels. AABI (2019)
Michael Pearce, Matthias Poloczek, Jürgen Branke
Bayesian Optimization Allowing for Common Random Numbers. CoRR (2019)
David Eriksson, Michael Pearce, Jacob R. Gardner, Ryan Turner, Matthias Poloczek
Scalable Global Optimization via Local Bayesian Optimization. CoRR (2019)
David Eriksson, Michael Pearce, Jacob R. Gardner, Ryan Turner, Matthias Poloczek
Scalable Global Optimization via Local Bayesian Optimization. NeurIPS (2019)
Matthew J. Groves, Michael Pearce, Jürgen Branke
On Parallelizing Multi-Task Bayesian Optimization. WSC (2018)
Michael Pearce, Jürgen Branke
Continuous multi-task Bayesian Optimisation with correlation. Eur. J. Oper. Res. 270 (3) (2018)
Michael Pearce, Jürgen Branke
Efficient expected improvement estimation for continuous multiple ranking and selection. WSC (2017)
Michael Pearce, Jürgen Branke
Bayesian simulation optimization with input uncertainty. WSC (2017)
Michael Pearce
Acquisition functions for simultaneous Bayesian optimisation of multiple problems. WSC (2017)
Bogdan Carbunar, Rahul Potharaju, Michael Pearce, Venugopal Vasudevan, Michael L. Needham
Errata for: A Framework for Network Aware Caching for Video on Demand Systems. ACM Trans. Multim. Comput. Commun. Appl. 11 (1s) (2014)
Bogdan Carbunar, Rahul Potharaju, Michael Pearce, Venu Vasudevan, Michael L. Needham
A framework for network aware caching for video on demand systems. ACM Trans. Multim. Comput. Commun. Appl. 9 (4) (2013)
Michael Pearce, Sherali Zeadally, Ray Hunt
Virtualization: Issues, security threats, and solutions. ACM Comput. Surv. 45 (2) (2013)
Vajira Premadasa, Michael Pearce
Digital Visualisation and Design Development in Historic Building Projects. EVA (2013)
Bogdan Carbunar, Rahul Potharaju, Michael Pearce, Venu Vasudevan
Network Aware Caching for Video on Demand systems. WOWMOM (2012)
Bogdan Carbunar, Michael Pearce, Venu Vasudevan, Michael L. Needham
Predictive Caching for Video on Demand CDNs. GLOBECOM (2011)
Michael Pearce, Sherali Zeadally, Ray Hunt
Assessing and Improving Authentication Confidence Management. Inf. Manag. Comput. Secur. 18 (2) (2010)
Bogdan Carbunar, Yang Yu, Weidong Shi, Michael Pearce, Venu Vasudevan
Query privacy in wireless sensor networks. ACM Trans. Sens. Networks 6 (2) (2010)
Bogdan Carbunar, Michael Pearce, Shivajit Mohapatra, Loren J. Rittle, Venu Vasudevan, Octavian Carbunar
Secure Synchronization of Periodic Updates in Ad Hoc Networks. IEEE Trans. Parallel Distributed Syst. 21 (8) (2010)
Nitya Narasimhan, Craig Janssen, Michael Pearce
Remote AppBus - Enabling Seamless Access to Short Term Memory on Mobile Devices. CCNC (2009)
Bogdan Carbunar, Michael Pearce, Shivajit Mohapatra, Loren J. Rittle, Venu Vasudevan
Byzantine resilient synchronization for content and presence updates in MANETS. ICNP (2008)
Michael Pearce, Nitya Narasimhan, Craig Janssen, Yibing Song
A Lightweight Remote Display Management Protocol for Mobile Devices. CCNC (2007)
Bogdan Carbunar, Yang Yu, Weidong Shi, Michael Pearce, Venu Vasudevan
Query privacy in wireless sensor networks. SECON (2007)
Bogdan Carbunar, Brett Lindsley, Michael Pearce, Venu Vasudevan
Verifiable Credit Based Transfers in Wireless Ad Hoc Networks. IPDPS (2007)
Michael Pearce, Rohit Chaudhri, Jay Almaula, Venu Vasudevan
Cache & Carry: Seamless Content Consumption in an Intermittently Connected World. CCNC (2007)
Craig Janssen, Michael Pearce, Shriram Kollipara
Appbus: providing short term memory for mobile devices. CCNC (2006)
Craig Janssen, Michael Pearce, Shriram Kollipara, Nitya Narasimhan
AppBus: Mobile Device Application Collaboration via Short Term Memory. J. Softw. 1 (2) (2006)
Ariel Pashtan, Shriram Kollipara, Michael Pearce
IEEE Internet Computing: Industry Report - Adapting Content for Wireless Web Services. IEEE Distributed Syst. Online 4 (9) (2003)
Ariel Pashtan, Shriram Kollipara, Michael Pearce
Adapting Content for Wireless Web Services. IEEE Internet Comput. 7 (5) (2003)
Ashwin Ram, Gary Boone, Ronald C. Arkin, Michael Pearce
Using Genetic Algorithms to Learn Reactive Control Parameters for Autonomous Robotic Navigation. Adapt. Behav. 2 (3) (1994)
Michael Pearce
The System is the Expert: Architecture for a Model-Based Tutor. HCI (2) (1993)
Michael Pearce, Ronald C. Arkin, Ashwin Ram
The Learning Of Reactive Control Parameters Through Genetic Algorithms. IROS (1992)
Michael Pearce, Ashok K. Goel, Janet L. Kolodner, Craig Zimring, Lucas Sentosa, Richard Billington
Case-Based Design Support: A Case Study in Architectural Design IEEE Expert 7 (5) (1992)