Samuel Wiqvist

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 5

Top Topics

Connectionist Networks

Stochastic Dynamic

Proposal Distribution

Top Venues

Comput. Stat. Data Anal.

PLoS Comput. Biol.

Publications

Sebastian Persson, Niek Welkenhuysen, Sviatlana Shashkova, Samuel Wiqvist, Patrick Reith, Gregor W. Schmidt, Umberto Picchini, Marija Cvijovic
Scalable and flexible inference framework for stochastic dynamic single-cell models. PLoS Comput. Biol. 18 (5) (2022)
Samuel Wiqvist, Andrew Golightly, Ashleigh T. McLean, Umberto Picchini
Efficient inference for stochastic differential equation mixed-effects models using correlated particle pseudo-marginal algorithms. Comput. Stat. Data Anal. 157 (2021)
Samuel Wiqvist, Jes Frellsen, Umberto Picchini
Sequential Neural Posterior and Likelihood Approximation. CoRR (2021)
Samuel Wiqvist, Pierre-Alexandre Mattei, Umberto Picchini, Jes Frellsen
Partially Exchangeable Networks and Architectures for Learning Summary Statistics in Approximate Bayesian Computation. CoRR (2019)
Samuel Wiqvist, Pierre-Alexandre Mattei, Umberto Picchini, Jes Frellsen
Partially Exchangeable Networks and Architectures for Learning Summary Statistics in Approximate Bayesian Computation. ICML (2019)