Samuel Wiqvist (Former)

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2022
Mark Scalable and flexible inference framework for stochastic dynamic single-cell models
Persson, Sebastian ; Welkenhuysen, Niek ; Shashkova, Sviatlana ; Wiqvist, Samuel ^LU ; Reith, Patrick ; Schmidt, Gregor W. ; Picchini, Umberto and Cvijovic, Marija (2022) In PLoS Computational Biology 18(5).
- Contribution to journal › Article
2021
Mark Sequential Neural Posterior and Likelihood Approximation
Wiqvist, Samuel ^LU ; Picchini, Umberto ^LU and Frellsen, Jes (2021)
- Working paper/Preprint › Preprint in preprint archive
Mark PEPSDI: Scalable and flexible inference framework for stochastic dynamic single-cell models
Persson, Sebastian ; Welkenhuysen, Niek ; Shashkova, Sviatlana ; Wiqvist, Samuel ^LU ; Reith, Patrick ; Schmidt, Gregor W. ; Picchini, Umberto and Cvijovic, Marija (2021)
- Working paper/Preprint › Preprint in preprint archive
Mark Simulation-based Inference : From Approximate Bayesian Computation and Particle Methods to Neural Density Estimation
Wiqvist, Samuel ^LU (2021) In Doctoral Theses in Mathematical Sciences 2021(09).
- Thesis › Doctoral thesis (compilation)
Mark Efficient inference for stochastic differential equation mixed-effects models using correlated particle pseudo-marginal algorithms
Wiqvist, Samuel ^LU ; Golightly, Andrew ; McLean, Ashleigh T. and Picchini, Umberto ^LU (2021) In Computational Statistics and Data Analysis 157.
- Contribution to journal › Article
2019
Mark Partially Exchangeable Networks and Architectures for Learning Summary Statistics in Approximate Bayesian Computation
Wiqvist, Samuel ^LU ; Mattei, Pierre-Alexandre ; Picchini, Umberto and Frellsen, Jes (2019)
- Working paper/Preprint › Working paper
Mark Partially exchangeable networks and architectures for learning summary statistics in approximate Bayesian computation
Wiqvist, Samuel ^LU ; Mattei, Pierre Alexandre ; Picchini, Umberto ^LU and Frellsen, Jes (2019) 36th International Conference on Machine Learning, ICML 2019 In 36th International Conference on Machine Learning, ICML 2019 2019-June. p.11795-11804
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2018
Mark Accelerating delayed-acceptance Markov chain Monte Carlo algorithms
Wiqvist, Samuel ^LU ; Picchini, Umberto ^LU and Forman, Julie Lyng (2018)
- Working paper/Preprint › Working paper