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2020 – today
- 2022
[j15]Michael Pearce, Matthias Poloczek
, Jürgen Branke:
Bayesian Optimization Allowing for Common Random Numbers. Oper. Res. 70(6): 3457-3472 (2022)- [j14]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: 210:1-210:33 (2022) - [j13]Juan Ungredda, Michael Pearce, Jürgen Branke:
Bayesian Optimisation vs. Input Uncertainty Reduction. ACM Trans. Model. Comput. Simul. 32(3): 17:1-17:26 (2022) - [c21]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: 747-750 - [i8]Juan Ungredda, Michael Pearce, Jürgen Branke:
Efficient computation of the Knowledge Gradient for Bayesian Optimization. CoRR abs/2209.15367 (2022) - 2021
- [c20]Metod Jazbec, Matthew Ashman, Vincent Fortuin, Michael Pearce, Stephan Mandt, Gunnar Rätsch:
Scalable Gaussian Process Variational Autoencoders. AISTATS 2021: 3511-3519 - 2020
- [i7]Michael Pearce, Janis Klaise, Matthew J. Groves:
ConBO: Conditional Bayesian Optimization. CoRR abs/2002.09996 (2020) - [i6]Juan Ungredda, Michael Pearce, Jürgen Branke:
Bayesian Optimisation vs. Input Uncertainty Reduction. CoRR abs/2006.00643 (2020) - [i5]Matthew Ashman, Jonathan So, William Tebbutt, Vincent Fortuin, Michael Pearce, Richard E. Turner:
Sparse Gaussian Process Variational Autoencoders. CoRR abs/2010.10177 (2020) - [i4]Metod Jazbec, Vincent Fortuin, Michael Pearce, Stephan Mandt, Gunnar Rätsch:
Scalable Gaussian Process Variational Autoencoders. CoRR abs/2010.13472 (2020) - [i3]Metod Jazbec, Michael Pearce, Vincent Fortuin:
Factorized Gaussian Process Variational Autoencoders. CoRR abs/2011.07255 (2020)
2010 – 2019
- 2019
- [c19]Michael Pearce:
The Gaussian Process Prior VAE for Interpretable Latent Dynamics from Pixels. AABI 2019: 1-12 - [c18]David Eriksson, Michael Pearce, Jacob R. Gardner, Ryan Turner, Matthias Poloczek:
Scalable Global Optimization via Local Bayesian Optimization. NeurIPS 2019: 5497-5508 - [c17]Michael Pearce, Matthias Poloczek, Jürgen Branke:
Bayesian Simulation Optimization with Common Random Numbers. WSC 2019: 3492-3503 - [i2]David Eriksson, Michael Pearce, Jacob R. Gardner, Ryan Turner, Matthias Poloczek:
Scalable Global Optimization via Local Bayesian Optimization. CoRR abs/1910.01739 (2019) - [i1]Michael Pearce, Matthias Poloczek, Jürgen Branke:
Bayesian Optimization Allowing for Common Random Numbers. CoRR abs/1910.09259 (2019) - 2018
- [j12]Michael Pearce, Jürgen Branke:
Continuous multi-task Bayesian Optimisation with correlation. Eur. J. Oper. Res. 270(3): 1074-1085 (2018) - [c16]Matthew J. Groves, Michael Pearce, Jürgen Branke:
On Parallelizing Multi-Task Bayesian Optimization. WSC 2018: 1993-2002 - 2017
- [c15]Michael Pearce, Jürgen Branke:
Efficient expected improvement estimation for continuous multiple ranking and selection. WSC 2017: 2161-2172 - [c14]Michael Pearce, Jürgen Branke:
Bayesian simulation optimization with input uncertainty. WSC 2017: 2268-2278 - [c13]Michael Pearce:
Acquisition functions for simultaneous Bayesian optimisation of multiple problems. WSC 2017: 4618-4619 - 2014
- [j11]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): 23:1-23:6 (2014) - 2013
- [j10]Michael Pearce, Sherali Zeadally, Ray Hunt:
Virtualization: Issues, security threats, and solutions. ACM Comput. Surv. 45(2): 17:1-17:39 (2013) - [j9]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): 30:1-30:22 (2013) - [c12]Vajira Premadasa, Michael Pearce:
Digital Visualisation and Design Development in Historic Building Projects. EVA 2013 - 2012
- [c11]Bogdan Carbunar, Rahul Potharaju, Michael Pearce, Venu Vasudevan:
Network Aware Caching for Video on Demand systems. WOWMOM 2012: 1-9 - 2011
- [c10]Bogdan Carbunar, Michael Pearce, Venu Vasudevan, Michael L. Needham:
Predictive Caching for Video on Demand CDNs. GLOBECOM 2011: 1-5 - 2010
- [j8]Michael Pearce, Sherali Zeadally, Ray Hunt:
Assessing and Improving Authentication Confidence Management. Inf. Manag. Comput. Secur. 18(2): 124-139 (2010) - [j7]Bogdan Carbunar, Yang Yu, Weidong Shi, Michael Pearce, Venu Vasudevan:
Query privacy in wireless sensor networks. ACM Trans. Sens. Networks 6(2): 14:1-14:34 (2010) - [j6]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): 1060-1073 (2010)
2000 – 2009
- 2009
- [c9]Nitya Narasimhan, Craig Janssen, Michael Pearce:
Remote AppBus - Enabling Seamless Access to Short Term Memory on Mobile Devices. CCNC 2009: 1-5 - 2008
- [c8]Bogdan Carbunar, Michael Pearce, Shivajit Mohapatra, Loren J. Rittle, Venu Vasudevan:
Byzantine resilient synchronization for content and presence updates in MANETS. ICNP 2008: 268-277 - 2007
- [c7]Michael Pearce, Rohit Chaudhri, Jay Almaula, Venu Vasudevan:
Cache & Carry: Seamless Content Consumption in an Intermittently Connected World. CCNC 2007: 126-130 - [c6]Michael Pearce, Nitya Narasimhan, Craig Janssen, Yibing Song:
A Lightweight Remote Display Management Protocol for Mobile Devices. CCNC 2007: 711-715 - [c5]Bogdan Carbunar, Brett Lindsley, Michael Pearce, Venu Vasudevan:
Verifiable Credit Based Transfers in Wireless Ad Hoc Networks. IPDPS 2007: 1-10 - [c4]Bogdan Carbunar, Yang Yu, Weidong Shi, Michael Pearce, Venu Vasudevan:
Query privacy in wireless sensor networks. SECON 2007: 203-212 - 2006
- [j5]Craig Janssen, Michael Pearce, Shriram Kollipara, Nitya Narasimhan:
AppBus: Mobile Device Application Collaboration via Short Term Memory. J. Softw. 1(2): 40-47 (2006) - [c3]Craig Janssen, Michael Pearce, Shriram Kollipara:
Appbus: providing short term memory for mobile devices. CCNC 2006: 1078-1082 - 2003
- [j4]Ariel Pashtan, Shriram Kollipara, Michael Pearce:
IEEE Internet Computing: Industry Report - Adapting Content for Wireless Web Services. IEEE Distributed Syst. Online 4(9) (2003) - [j3]Ariel Pashtan, Shriram Kollipara, Michael Pearce:
Adapting Content for Wireless Web Services. IEEE Internet Comput. 7(5): 79-85 (2003)
1990 – 1999
- 1994
- [j2]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): 277-305 (1994) - 1993
- [c2]Michael Pearce:
The System is the Expert: Architecture for a Model-Based Tutor. HCI (2) 1993: 332-337 - 1992
- [j1]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): 14-20 (1992) - [c1]Michael Pearce, Ronald C. Arkin, Ashwin Ram:
The Learning Of Reactive Control Parameters Through Genetic Algorithms. IROS 1992: 130-137
Coauthor Index
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