Oliver R. A. Dunbar

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Randomized Algorithms

Top Venues

SIAM J. Appl. Dyn. Syst.

PLoS Comput. Biol.

J. Open Source Softw.

Publications

Oliver R. A. Dunbar, Nicholas H. Nelsen, Maya Mutic
Hyperparameter Optimization for Randomized Algorithms: A Case Study for Random Features. CoRR (2024)
Mauricio Lima, Katherine Deck, Oliver R. A. Dunbar, Tapio Schneider
Toward Routing River Water in Land Surface Models with Recurrent Neural Networks. CoRR (2024)
Oliver R. A. Dunbar, Ignacio Lopez-Gomez, Alfredo Garbuno-Iñigo, Daniel Zhengyu Huang, Eviatar Bach, Jin-Long Wu
EnsembleKalmanProcesses.jl: Derivative-free ensemble-based model calibration. J. Open Source Softw. 7 (80) (2022)
Oliver R. A. Dunbar, Andrew B. Duncan, Andrew M. Stuart, Marie-Therese Wolfram
Ensemble Inference Methods for Models With Noisy and Expensive Likelihoods. SIAM J. Appl. Dyn. Syst. 21 (2) (2022)
Oliver R. A. Dunbar, Charles M. Elliott, Lisa Maria Kreusser
Models for information propagation on graphs. CoRR (2022)
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
Epidemic management and control through risk-dependent individual contact interventions. PLoS Comput. Biol. 18 (6) (2022)
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
Epidemic Management and Control Through Risk-Dependent Individual Contact Interventions. CoRR (2021)
Oliver R. A. Dunbar, Matthew M. Dunlop, Charles M. Elliott, Viet Ha Hoang, Andrew M. Stuart
Reconciling Bayesian and Perimeter Regularization for Binary Inversion. SIAM J. Sci. Comput. 42 (4) (2020)