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- 2022
-
Mark
The Hessian Screening Rule
2022) 36th Conference on Neural Information Processing Systems, NeurIPS 2022 In Advances in Neural Information Processing Systems 35. p.25404-25421(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Benchopt : Reproducible, efficient and collaborative optimization benchmarks
2022) 36th Conference on Neural Information Processing Systems, NeurIPS 2022 In Advances in Neural Information Processing Systems 35. p.25404-25421(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Multi-fidelity regression using artificial neural networks : Efficient approximation of parameter-dependent output quantities
(
- Contribution to journal › Article
-
Mark
Bayesian operator inference for data-driven reduced-order modeling
(
- Contribution to journal › Article
- 2021
-
Mark
Efficient inference for stochastic differential equation mixed-effects models using correlated particle pseudo-marginal algorithms
(
- Contribution to journal › Article
-
Mark
Sequential Neural Posterior and Likelihood Approximation
2021)(
- Working paper/Preprint › Preprint in preprint archive
-
Mark
PEPSDI: Scalable and flexible inference framework for stochastic dynamic single-cell models
2021)(
- Working paper/Preprint › Preprint in preprint archive
-
Mark
Simulation-based Inference : From Approximate Bayesian Computation and Particle Methods to Neural Density Estimation
(
- Thesis › Doctoral thesis (compilation)
-
Mark
Robust joint modelling of longitudinal and survival data : Incorporating a time-varying degrees-of-freedom parameter
(
- Contribution to journal › Article
-
Mark
Breaks in persistence in fixed-T panel data
(
- Contribution to journal › Article