Daniel Simpson

15 papers A* 3A 1B 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 A* conf
Scalable Bayesian Learning with posteriors.
ICLR
Samuel Duffield, Kaelan Donatella, Johnathan Chiu, Phoebe Klett, Daniel Simpson
2024 J jnl
Bayesian cross-validation by parallel Markov chain Monte Carlo.
Stat. Comput.
Alex Cooper, Aki Vehtari, Catherine Forbes, Daniel Simpson, Lauren Kennedy
2024 B conf
Explainable Deep Learning Models for Dynamic and Online Malware Classification.
SMARTCOMP
Quincy Card, Daniel Simpson, Kshitiz Aryal, Maanak Gupta, Sheikh Rabiul Islam
2024 J jnl
Explainable Deep Learning Models for Dynamic and Online Malware Classification.
CoRR
Quincy Card, Daniel Simpson, Kshitiz Aryal, Maanak Gupta, Sheikh Rabiul Islam
2024 J jnl
Pareto Smoothed Importance Sampling.
J. Mach. Learn. Res.
Aki Vehtari, Daniel Simpson, Andrew Gelman, Yuling Yao, Jonah Gabry
2024 J jnl
Scalable Bayesian Learning with posteriors.
CoRR
Samuel Duffield, Kaelan Donatella, Johnathan Chiu, Phoebe Klett, Daniel Simpson
2023 J jnl
The Integrated Nested Laplace Approximation for Fitting Dirichlet Regression Models.
J. Comput. Graph. Stat.
Joaquín Martínez-Minaya, Finn Lindgren, Antonio López-Quílez, Daniel Simpson, David V. Conesa
2023 J jnl
Thermodynamic Linear Algebra.
CoRR
Maxwell Aifer, Kaelan Donatella, Max Hunter Gordon, Thomas Ahle, Daniel Simpson, Gavin E. Crooks, Patrick J. Coles
2020 A conf
Asynchronous Gibbs Sampling.
AISTATS
Alexander Terenin, Daniel Simpson, David Draper
2020 A* conf
Hamiltonian Monte Carlo using an adjoint-differentiated Laplace approximation: Bayesian inference for latent Gaussian models and beyond.
NeurIPS
Charles C. Margossian, Aki Vehtari, Daniel Simpson, Raj Agrawal
2018 A* conf
Yes, but Did It Work?: Evaluating Variational Inference.
ICML
Yuling Yao, Aki Vehtari, Daniel Simpson, Andrew Gelman
2017 J jnl
The Prior Can Often Only Be Understood in the Context of the Likelihood.
Entropy
Andrew Gelman, Daniel Simpson, Michael Betancourt
2013 J jnl
Bayesian computing with INLA: New features.
Comput. Stat. Data Anal.
Thiago G. Martins, Daniel Simpson, Finn Lindgren, Håvard Rue
2013 J jnl
On the Convergence of the Escalator Boxcar Train.
SIAM J. Numer. Anal.
Åke Brännström, Linus Carlsson, Daniel Simpson
2012 J jnl
The Complexity of Pebbling in Diameter Two Graphs.
SIAM J. Discret. Math.
Charles A. Cusack, Timothy Lewis, Daniel Simpson, Samuel Taggart