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Workshop
Evaluating vaccine allocation strategies using simulation-assisted causal modelling
Armin Kekić · Jonas Dehning · Luigi Gresele · Julius von Kügelgen · Viola Priesemann · Bernhard Schölkopf
Workshop
Domain Adaptation for Simulation-Based Dark Matter Searches with Strong Gravitational Lensing
Pranath Reddy Kumbam · Sergei Gleyzer · Michael Toomey · Marcos Tidball
Poster
Tue 9:00 Truncated proposals for scalable and hassle-free simulation-based inference
Michael Deistler · Pedro Goncalves · Jakob H Macke
Poster
Tue 9:00 Efficient identification of informative features in simulation-based inference
Jonas Beck · Michael Deistler · Yves Bernaerts · Jakob H Macke · Philipp Berens
Workshop
A Trust Crisis In Simulation-Based Inference? Your Posterior Approximations Can Be Unfaithful
Joeri Hermans · Arnaud Delaunoy · François Rozet · Antoine Wehenkel · Volodimir Begy · Gilles Louppe
Workshop
Monte Carlo Techniques for Addressing Large Errors and Missing Data in Simulation-based Inference
Bingjie Wang · Joel Leja · Victoria Villar · Joshua Speagle
Poster
Tue 9:00 Revisiting Non-Parametric Matching Cost Volumes for Robust and Generalizable Stereo Matching
Kelvin Cheng · Tianfu Wu · Christopher Healey
Poster
Wed 9:00 Contrastive Neural Ratio Estimation
Benjamin K Miller · Christoph Weniger · Patrick Forré
Poster
Thu 14:00 Simulation-guided Beam Search for Neural Combinatorial Optimization
Jinho Choo · Yeong-Dae Kwon · Jihoon Kim · Jeongwoo Jae · André Hottung · Kevin Tierney · Youngjune Gwon
Poster
Tue 14:00 Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation
Arnaud Delaunoy · Joeri Hermans · François Rozet · Antoine Wehenkel · Gilles Louppe
Workshop
Simulation-Based Parallel Training
Lucas Meyer · Alejandro Ribes · Bruno Raffin
Workshop
Strong Lensing Parameter Estimation on Ground-Based Imaging Data Using Simulation-Based Inference
Jason Poh · Ashwin Samudre · Aleksandra Ciprijanovic · Brian Nord · Joshua Frieman · Gourav Khullar