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Employment (1)

Université de Liège: Liege, BE

2017-10-01 to present | Doctoral student (Department of Electrical Engineering and Computer Science)
Employment
Source: Self-asserted source
Joeri Hermans

Works (7)

Towards constraining warm dark matter with stellar streams through neural simulation-based inference

Monthly Notices of the Royal Astronomical Society
2021-08-28 | Journal article
DOI: 10.1093/mnras/stab2181
Contributors: Joeri Hermans; Nilanjan Banik; Christoph Weniger; Gianfranco Bertone; Gilles Louppe
Source: check_circle
Crossref

Mining for Dark Matter Substructure: Inferring Subhalo Population Properties from Strong Lenses with Machine Learning

The Astrophysical Journal
2019-11-20 | Journal article
DOI: 10.3847/1538-4357/ab4c41
Contributors: Johann Brehmer; Siddharth Mishra-Sharma; Joeri Hermans; Gilles Louppe; Kyle Cranmer
Source: check_circle
Crossref

Likelihood-free MCMC with Amortized Approximate Likelihood Ratios

2019-03-10 | Preprint
ARXIV: arXiv:1903.04057
Source: Self-asserted source
Joeri Hermans

Gradient Energy Matching for Distributed Asynchronous Gradient Descent

2018-05-22 | Preprint
ARXIV: arXiv:1805.08469v1
Source: Self-asserted source
Joeri Hermans

Accumulated Gradient Normalization

2017-10-06 | Preprint
ARXIV: arXiv:1710.02368v1
Source: Self-asserted source
Joeri Hermans

Adversarial Variational Optimization of Non-Differentiable Simulators

2017-07-22 | Preprint
ARXIV: arXiv:1707.07113v4
Source: Self-asserted source
Joeri Hermans

On Scalable Deep Learning and Parallelizing Gradient Descent

Dissertation or Thesis
Source: Self-asserted source
Joeri Hermans
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