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Poster
Thu 14:00 Markov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian Gradients
Kyurae Kim · Jisu Oh · Jacob Gardner · Adji Bousso Dieng · Hongseok Kim
Workshop
A Bayesian Causal Inference Approach for Assessing Fairness in Clinical Decision-Making
Linying Zhang · Lauren Richter · Yixin Wang · Anna Ostropolets · Noemie Elhadad · David Blei · George Hripcsak
Workshop
TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second
Noah Hollmann · Samuel Müller · Katharina Eggensperger · Frank Hutter
Workshop
Fri 12:45 TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second
Noah Hollmann · Samuel Müller · Katharina Eggensperger · Frank Hutter
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
Poster
Tue 14:00 Active Bayesian Causal Inference
Christian Toth · Lars Lorch · Christian Knoll · Andreas Krause · Franz Pernkopf · Robert Peharz · Julius von Kügelgen
Workshop
Flow Annealed Importance Sampling Bootstrap
Laurence Midgley · Vincent Stimper · Gregor Simm · Bernhard Schölkopf · José Miguel Hernández-Lobato
Workshop
Amortized Bayesian Inference of GISAXS Data with Normalizing Flows
Maksim Zhdanov · Lisa Randolph · Thomas Kluge · Motoaki Nakatsutsumi · Christian Gutt · Marina Ganeva · Nico Hoffmann