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Poster
Wed 9:00 Understanding Non-linearity in Graph Neural Networks from the Bayesian-Inference Perspective
Rongzhe Wei · Haoteng YIN · Junteng Jia · Austin Benson · Pan Li
Workshop
Few Shot Generative Domain Adaptation Via Inference-Stage Latent Learning in GANs
Arnab Kumar Mondal · Piyush Tiwary · Parag Singla · Prathosh AP
Poster
Thu 9:00 Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability
Jonathan Crabbé · Alicia Curth · Ioana Bica · Mihaela van der Schaar
Poster
Tue 14:00 Embrace the Gap: VAEs Perform Independent Mechanism Analysis
Patrik Reizinger · Luigi Gresele · Jack Brady · Julius von Kügelgen · Dominik Zietlow · Bernhard Schölkopf · Georg Martius · Wieland Brendel · Michel Besserve
Poster
Thu 9:00 A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension
Binh T. Nguyen · Bertrand Thirion · Sylvain Arlot
Poster
Thu 14:00 SIXO: Smoothing Inference with Twisted Objectives
Dieterich Lawson · Allan Raventós · andrew warrington · Scott Linderman
Poster
Adaptation Accelerating Sampling-based Bayesian Inference in Attractor Neural Networks
Xingsi Dong · Zilong Ji · Tianhao Chu · Tiejun Huang · Wenhao Zhang · Si Wu
Panel
Thu 9:15 Panel 5A-1: Precise Regret Bounds… & Bayesian inference via…
Naitong Chen · Changlong Wu
Poster
Tue 9:00 FedPop: A Bayesian Approach for Personalised Federated Learning
Nikita Kotelevskii · Maxime Vono · Alain Durmus · Eric Moulines
Poster
Thu 14:00 Riemannian Diffusion Models
Chin-Wei Huang · Milad Aghajohari · Joey Bose · Prakash Panangaden · Aaron Courville
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 The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks
Konstantinos Pantazis · Avanti Athreya · Jesus Arroyo · William N Frost · Evan S Hill · Vince Lyzinski