Extended educational sessions that offer attendees the opportunity to learn research methods and techniques from prominent ...
Astronomers analyzing the gravitational-wave signal from a 2020 collision between a black hole and a neutron star report evidence that the pair spiraled together on an oval-shaped orbit, rather than a ...
Abstract: We present a direct parametrization for continuous-time stochastic state-space models that ensures external stability via the stochastic bounded-real lemma. Our formulation facilitates the ...
We consider stochastic inverse problems with expensive forward models (e.g., PDE/ODE solvers). We propose a transformer-parameterized Conditional Flow Matching (CFM) that learns a time-dependent ...
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I did not find an example using DoWhy to do inference and variable manipulation on a hybrid network, which has both categorical and continuous variables. I tried the ...
This repository includes theoretical notes, slides, and hands-on R examples for exploring Bayesian Linear Regression. It introduces both classical and Bayesian regression methods, showing how to ...