Agenda

Welcome and round table
(10:00 - 11:00) - Invited review talk on Bayesian hierarchical inference for GWs - Speaker: Christopher J. Moore
(11:00 - 12:30) - Discussion

(14:00 - 14:20) - One population fit to rule them all - D.Gerosa
(14:20 - 14:40) - Residual eccentricity as a systematic uncertainty to the formation channels of binary black-holes - G.Fumagalli
(14:40 - 15:00) - Break

(15:00 - 15:20) - Gaussian Process Expectation value as a parametric approach: a practical application - F.Pozzoli
(15:20 - 15:40) - The interacting double white dwarf population with LISA; stochastic foreground and resolved sources - A.Toubiana
(15:40 - 17:00) - Focus session 1: "Methods pros and cons" - Chair: Costantino Pacilio, Walter Del Pozzo

(09:30 - 10:30) - Invited review talk: mathematical foundations of non-parametric methods - R. Corradin
(10:30 - 12:30) - Discussion & Hands-on

(14:00 - 14:20) - PixelPop: nonparametric inference of astrophysical correlations in compact-object binaries - J.Heinzel
(14:20 - 14:40) - Constraining massive black-hole binary hardening through LISA observations - A.Spadaro
(14:40 - 15:00) - Informed but with an open mind: augmented parametric models for population studies - S.Rinaldi
(15:00 - 15:30) - Break
(15:30 - 17:00) - Focus session 2: "Stress tests and benchmarks for inference methods" - Chair: John Veitch, Enrico Barausse

(09:30 - 10:30) - Invited review talk: Normalising-flow based inference methods - M. Mould
(10:30 - 11:00) - Discussion
(11:00 - 12:00) - Invited review talk: Title TBC - M. Mancarella
(12:00 - 12:30) - Discussion

(14:00 - 14:20) - Gravitational wave population inference in seconds with variational neural posteriors - M.Mould
(14:20 - 14:40) - Interpolating synthesised binary populations with normalising flows - J.Veitch
(14:40 - 15:00) - Break
(15:00 - 17:00) - Focus session 3: “Likelihood-free” methods - Chairs: Alexandre Toubiana, Riccardo Buscicchio

(09:30 - 10:30) - Focus session 4: “Going forward: what’s new on the market” - Chairs: Riccardo Corradin, Riccardo Buscicchio
(10:30 - 11:30) - Discussion on collaborative projects
(11:30 - 12:30) - Discussion on contributed code-library

(14:00-15:40) - Focus session 4: "Going forward: what's new on the market" - Chairs: Riccardo Corradin, Riccardo Buscicchio
(15:40-16:00) - Break
(16:00-17:00) - Focus session 5: "Going forward: what's missing on the market" - Chairs: Riccardo Buscicchio, TBC

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