Ben Calderhead

12 papers A* 1A 1Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2021 A conf
Rao-Blackwellised parallel MCMC.
AISTATS
Tobias Schwedes, Ben Calderhead
2019 J jnl
Efficient structure learning with automatic sparsity selection for causal graph processes.
CoRR
Théophile Griveau-Billion, Ben Calderhead
2018 A* conf
Implicit Probabilistic Integrators for ODEs.
NeurIPS
Onur Teymur, Han Cheng Lie, Tim Sullivan, Ben Calderhead
2016 — conf
Probabilistic Linear Multistep Methods.
NIPS
Onur Teymur, Konstantinos Zygalakis, Ben Calderhead
2016 J jnl
Probabilistic Linear Multistep Methods.
CoRR
Onur Teymur, Konstantinos Zygalakis, Ben Calderhead
2015 J jnl
Ten Simple Rules for a Successful Cross-Disciplinary Collaboration.
PLoS Comput. Biol.
Bernhard Knapp, Rémi Bardenet, Miguel O. Bernabeu, Rafel Bordas, Maria Bruna, Ben Calderhead, Jonathan Cooper, Alexander G. Fletcher, Derek Groen, Bram Kuijper, Joanna Lewis, Greg J. McInerny, Timo Minssen, James M. Osborne, Verena Paulitschke, Joe Pitt-Francis, Jelena Todoric, Christian A. Yates, David Gavaghan, Charlotte M. Deane
2014 J jnl
Hamiltonian Monte Carlo methods for efficient parameter estimation in steady state dynamical systems.
BMC Bioinform.
Andrei Kramer, Ben Calderhead, Nicole Radde
2014 J jnl
Ten Simple Rules for Effective Computational Research.
PLoS Comput. Biol.
James M. Osborne, Miguel O. Bernabeu, Maria Bruna, Ben Calderhead, Jonathan Cooper, Neil Dalchau, Sara-Jane Dunn, Alexander G. Fletcher, Robin Freeman, Derek Groen, Bernhard Knapp, Greg J. McInerny, Gary R. Mirams, Joe Pitt-Francis, Biswa Sengupta, David W. Wright, Christian A. Yates, David Gavaghan, Stephen Emmott, Charlotte M. Deane
2012 — conf
Sparse Approximate Manifolds for Differential Geometric MCMC.
NIPS
Ben Calderhead, Mátyás A. Sustik
2010 — ch.
System Identification and Model Ranking: The Bayesian Perspective.
Learning and Inference in Computational Systems Biology
Mark Girolami, Ben Calderhead, Vladislav Vyshemirsky
2009 J jnl
Estimating Bayes factors via thermodynamic integration and population MCMC.
Comput. Stat. Data Anal.
Ben Calderhead, Mark A. Girolami
2008 — conf
Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes.
NIPS
Ben Calderhead, Mark A. Girolami, Neil D. Lawrence