Daniel Simpson

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 10

Top Topics

Bayesian Inference

Top Venues

J. Comput. Graph. Stat.

Publications

Quincy Card, Daniel Simpson, Kshitiz Aryal, Maanak Gupta, Sheikh Rabiul Islam
Explainable Deep Learning Models for Dynamic and Online Malware Classification. SMARTCOMP (2024)
Quincy Card, Daniel Simpson, Kshitiz Aryal, Maanak Gupta, Sheikh Rabiul Islam
Explainable Deep Learning Models for Dynamic and Online Malware Classification. CoRR (2024)
Samuel Duffield, Kaelan Donatella, Johnathan Chiu, Phoebe Klett, Daniel Simpson
Scalable Bayesian Learning with posteriors. CoRR (2024)
Alex Cooper, Aki Vehtari, Catherine Forbes, Daniel Simpson, Lauren Kennedy
Bayesian cross-validation by parallel Markov chain Monte Carlo. Stat. Comput. 34 (4) (2024)
Maxwell Aifer, Kaelan Donatella, Max Hunter Gordon, Thomas Ahle, Daniel Simpson, Gavin E. Crooks, Patrick J. Coles
Thermodynamic Linear Algebra. CoRR (2023)
Joaquín Martínez-Minaya, Finn Lindgren, Antonio López-Quílez, Daniel Simpson, David V. Conesa
The Integrated Nested Laplace Approximation for Fitting Dirichlet Regression Models. J. Comput. Graph. Stat. 32 (3) (2023)
Alexander Terenin, Daniel Simpson, David Draper
Asynchronous Gibbs Sampling. AISTATS (2020)
Charles C. Margossian, Aki Vehtari, Daniel Simpson, Raj Agrawal
Hamiltonian Monte Carlo using an adjoint-differentiated Laplace approximation: Bayesian inference for latent Gaussian models and beyond. NeurIPS (2020)
Yuling Yao, Aki Vehtari, Daniel Simpson, Andrew Gelman
Yes, but Did It Work?: Evaluating Variational Inference. ICML (2018)
Andrew Gelman, Daniel Simpson, Michael Betancourt
The Prior Can Often Only Be Understood in the Context of the Likelihood. Entropy 19 (10) (2017)
Thiago G. Martins, Daniel Simpson, Finn Lindgren, Håvard Rue
Bayesian computing with INLA: New features. Comput. Stat. Data Anal. 67 (2013)
Åke Brännström, Linus Carlsson, Daniel Simpson
On the Convergence of the Escalator Boxcar Train. SIAM J. Numer. Anal. 51 (6) (2013)
Charles A. Cusack, Timothy Lewis, Daniel Simpson, Samuel Taggart
The Complexity of Pebbling in Diameter Two Graphs. SIAM J. Discret. Math. 26 (3) (2012)