Oliver R. A. Dunbar

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Hyperparameter optimization for randomized algorithms: a case study on random features.
Stat. Comput.
Oliver R. A. Dunbar, Nicholas H. Nelsen, Maya Mutic
2025 J jnl
Nesterov Acceleration for Ensemble Kalman Inversion and Variants.
CoRR
Sydney Vernon, Eviatar Bach, Oliver R. A. Dunbar
2025 J jnl
Nesterov acceleration for ensemble Kalman inversion and variants.
J. Comput. Phys.
Sydney Vernon, Eviatar Bach, Oliver R. A. Dunbar
2024 J jnl
CalibrateEmulateSample.jl: Accelerated Parametric Uncertainty Quantification.
J. Open Source Softw.
Oliver R. A. Dunbar, Melanie Bieli, Alfredo Garbuno-Iñigo, Michael Howland, Andre Nogueira de Souza, Laura Anne Mansfield, Gregory LeClaire Wagner, N. Efrat-Henrici
2024 J jnl
Hyperparameter Optimization for Randomized Algorithms: A Case Study for Random Features.
CoRR
Oliver R. A. Dunbar, Nicholas H. Nelsen, Maya Mutic
2024 J jnl
Toward Routing River Water in Land Surface Models with Recurrent Neural Networks.
CoRR
Mauricio Lima, Katherine Deck, Oliver R. A. Dunbar, Tapio Schneider
2022 J jnl
Ensemble Inference Methods for Models With Noisy and Expensive Likelihoods.
SIAM J. Appl. Dyn. Syst.
Oliver R. A. Dunbar, Andrew B. Duncan, Andrew M. Stuart, Marie-Therese Wolfram
2022 J jnl
EnsembleKalmanProcesses.jl: Derivative-free ensemble-based model calibration.
J. Open Source Softw.
Oliver R. A. Dunbar, Ignacio Lopez-Gomez, Alfredo Garbuno-Iñigo, Daniel Zhengyu Huang, Eviatar Bach, Jinlong Wu
2022 J jnl
Epidemic management and control through risk-dependent individual contact interventions.
PLoS Comput. Biol.
Tapio Schneider, Oliver R. A. Dunbar, Jinlong Wu, Lucas Böttcher, Dmitry Burov, Alfredo Garbuno-Inigo, Gregory LeClaire Wagner, Sen Pei, Chiara Daraio, Raffaele Ferrari, Jeffrey Shaman
2022 J jnl
Models for information propagation on graphs.
CoRR
Oliver R. A. Dunbar, Charles M. Elliott, Lisa Maria Kreusser
2021 J jnl
Epidemic Management and Control Through Risk-Dependent Individual Contact Interventions.
CoRR
Tapio Schneider, Oliver R. A. Dunbar, Jinlong Wu, Lucas Böttcher, Dmitry Burov, Alfredo Garbuno-Iñigo, Gregory LeClaire Wagner, Sen Pei, Chiara Daraio, Raffaele Ferrari, Jeffrey Shaman
2020 J jnl
Reconciling Bayesian and Perimeter Regularization for Binary Inversion.
SIAM J. Sci. Comput.
Oliver R. A. Dunbar, Matthew M. Dunlop, Charles M. Elliott, Viet Ha Hoang, Andrew M. Stuart