Ben Calderhead
5 papers · 2008–2021 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (13) π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(17)
π
Keyword Champion
π
Trend Setter
Conferences
NIPS (4)
AISTATS (1)
Top co-authors
Keywords
bayesian inference
(4)
ordinary differential equation
(2)
markov chain monte carlo
(2)
stochastic process
(2)
gaussian process
(2)
l1 regularization
(1)
parameter inference
(1)
sparse approximation
(1)
sparse regularization
(1)
mcmc sampling
(1)
sampling efficiency
(1)
riemannian geometry
(1)
manifold sampling
(1)
numerical integration
(1)
metric tensor approximation
(1)
differential geometry
(1)
riemannian manifold
(1)
dynamical system
(1)
differential equation
(1)
numerical solver
(1)
Papers
Rao-Blackwellised parallel MCMC
AISTATS 2021
Implicit Probabilistic Integrators for ODEs
NIPS 2018
Probabilistic Linear Multistep Methods
NIPS 2016
Sparse Approximate Manifolds for Differential Geometric MCMC
NIPS 2012
Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes
NIPS 2008