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Workshop
Improving Flow Matching for Simulation-Based Inference
Janis Fluri · Thomas Hofmann
Competition
Sat 9:05 Likelihood-Free Frequentist Inference: Bridging Classical Statistics and Machine Learning for Reliable Simulator-Based Inference
Ann Lee
Poster
Thu 11:00 Simulation-Free Training of Neural ODEs on Paired Data
Semin Kim · Jaehoon Yoo · Jinwoo Kim · Yeonwoo Cha · Saehoon Kim · Seunghoon Hong
Workshop
Cost Estimation in Unit Commitment Problems Using Simulation-Based Inference
Matthias Pirlet · Adrien Bolland · Gilles Louppe · Damien Ernst
Workshop
Mean-Field Simulation-Based Inference for Cosmological Initial Conditions
Oleg Savchenko · Florian List · Noemi Anau Montel · Christoph Weniger · Guillermo Franco Abellán
Workshop
Simulation-based inference with scattering representations: scattering is all you need
Kiyam Lin · Benjamin Joachimi · Jason McEwen
Poster
Thu 16:30 SimGen: Simulator-conditioned Driving Scene Generation
Yunsong Zhou · Michael Simon · Zhenghao (Mark) Peng · Sicheng Mo · Hongzi Zhu · Minyi Guo · Bolei Zhou
Poster
Wed 16:30 Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference
Sam Griesemer · Defu Cao · Zijun Cui · Carolina Osorio · Yan Liu
Poster
Consistency Models for Scalable and Fast Simulation-Based Inference
Marvin Schmitt · Valentin Pratz · Ullrich Köthe · Paul-Christian Bürkner · Stefan Radev
Poster
Wed 16:30 Dynamic Conditional Optimal Transport through Simulation-Free Flows
Gavin Kerrigan · Giosue Migliorini · Padhraic Smyth
Workshop
CASBI – Chemical Abundance Simulation-Based Inference for Galactic Archeology
Giuseppe Viterbo · Tobias Buck
Poster
Thu 16:30 GIC: Gaussian-Informed Continuum for Physical Property Identification and Simulation
Junhao Cai · Yuji Yang · Weihao Yuan · Yisheng HE · Zilong Dong · Liefeng Bo · Hui Cheng · Qifeng Chen