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32 Results

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Poster
Wed 14:00 Robust Bayesian Regression via Hard Thresholding
Fan zheyi · Zhaohui Li · Qingpei Hu
Poster
Wed 14:00 A Quadrature Rule combining Control Variates and Adaptive Importance Sampling
Rémi Leluc · François Portier · Johan Segers · Aigerim Zhuman
Poster
Tue 14:00 Parallel Tempering With a Variational Reference
Nikola Surjanovic · Saifuddin Syed · Alexandre Bouchard-Côté · Trevor Campbell
Poster
On the relationship between variational inference and auto-associative memory
Louis Annabi · Alexandre Pitti · Mathias Quoy
Poster
Thu 14:00 Variational inference via Wasserstein gradient flows
Marc Lambert · Sinho Chewi · Francis Bach · Silvère Bonnabel · Philippe Rigollet
Poster
Thu 14:00 Tractable Function-Space Variational Inference in Bayesian Neural Networks
Tim G. J. Rudner · Zonghao Chen · Yee Whye Teh · Yarin Gal
Poster
Tue 9:00 Variational Model Perturbation for Source-Free Domain Adaptation
Mengmeng Jing · Xiantong Zhen · Jingjing Li · Cees Snoek
Poster
Thu 14:00 SIXO: Smoothing Inference with Twisted Objectives
Dieterich Lawson · Allan Raventós · andrew warrington · Scott Linderman
Poster
Tue 14:00 On the detrimental effect of invariances in the likelihood for variational inference
Richard Kurle · Ralf Herbrich · Tim Januschowski · Yuyang (Bernie) Wang · Jan Gasthaus
Workshop
Simulation-based inference of the 2D ex-situ stellar mass fraction distribution of galaxies using variational autoencoders
Eirini Angeloudi · Marc Huertas-Company · Jesús Falcón-Barroso · Regina Sarmiento · Daniel Walo-Martín · Annalisa Pillepich · Jesús Vega Ferrero
Workshop
One Network to Approximate Them All: Amortized Variational Inference of Ising Ground States
Sebastian Sanokowski · Wilhelm Berghammer · Johannes Kofler · Sepp Hochreiter · Sebastian Lehner
Poster
Thu 9:00 Rethinking Variational Inference for Probabilistic Programs with Stochastic Support
Tim Reichelt · Luke Ong · Thomas Rainforth