Likelihood-free in Paris

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Sessions*

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Welcome

Invited talk

Talks

LFIParis summary

Invited talk

Debate

Pot

Dinner (pregrestration required)

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Contributions*

Accelerating Simulation-Based Inference with Differentiable Simulators. (dans la session "Talks")

Bayesian Neural Networks with Nested Sampling (dans la session "Talks")

Compromise-Free Likelihood-Free Inference (dans la session "Talks")

Cosmological Applications of Truncated Marginal Neural Ratio Estimation (dans la session "Talks")

Data-driven reconstruction of Gravitational Lenses using Recurrent Inference Machine II (dans la session "Talks")

Emulating 2-body decaying dark matter with neural networks (dans la session "Talks")

GLASS: A General Likelihood Approximate Solution Scheme (dans la session "Talks")

HARMONIC: Bayesian model comparison for simulation-based inference (dans la session "Talks")

Hierarchical Probabilistic U-Net (HPU-Net) for generating high-dimensional posterior samples (dans la session "Talks")

Inferring Planetary Transits Parameters with Physics-constrained Deep Learning Models (dans la session "Talks")

Information content on primordial non-Gaussianity from the non-linear dark matter field (dans la session "Talks")

Interpreting non-Gaussian posterior distributions of cosmological parameters with normalizing flows (dans la session "Talks")

Lifting weak lensing degeneracies with field-based inference (dans la session "Talks")

Marginal likelihood-free cosmological parameter inference from type Ia supernovae (dans la session "Talks")

Measuring individal dark matter halos in strong lenses with truncated marginal neural ratio estimation (dans la session "Talks")

Nested Sampling and Likelihood-Free Inference (dans la session "Talks")

Normalising Flows for data analysis of Laser Interferometer Space Antenna (dans la session "Talks")

Sampling high-dimensional posterior with a simulation based prior (dans la session "Talks")

Scattering transform and generative models for LFI application (dans la session "Talks")

Simulation-based Inference for exoplanet characterization (dans la session "Talks")

Simulation-based inference from the CMB (dans la session "Talks")

Simulation-Based Inference in Strong Gravitational Lensing (dans la session "Talks")

Simulation-based inference of dark matter properties in strong gravitational lenses (dans la session "Talks")

The Essence of the Cosmos: how much cosmological information is trapped in large-scale structure, and can it be extracted ? (dans la session "Talks")

The Measurement of Galaxy Population properties with Forward-Modelling and Approximate Bayesian Computation (dans la session "Talks")

Time delay cosmography with a neural ratio estimator (dans la session "Talks")

Towards a Likelihood-Free Inference Analysis of KiDS-1000 Cosmic Shear (dans la session "Talks")

Towards a Likelihood-Free Inference Analysis of KiDS-1000 Cosmic Shear (dans la session "Talks")

Towards a Quasi-Universal Field-Level Cosmological Emulator (dans la session "Talks")

Towards universal simulation-based inference with TMNRE (dans la session "Talks")

Truncated Marginal Neural Ratio Estimation with swyft (dans la session "Talks")

Unbiased likelihood-free inference of the Hubble constant from light standard sirens (dans la session "Talks")

Using Neural Ratio Estimation and Probabilistic Image Segmentation to detect Dark Matter Subhalos (dans la session "Talks")

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Les événements programmés le*

20/04/2022

21/04/2022

22/04/2022

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