Workshop

Variational Inference for Extreme Spatio-Temporal Matrix Completion
Charul Charul · Pravesh Biyani

Workshop

Variational Bayesian Inference and Learning for Continuous Switching Linear Dynamical Systems
Jack Goffinet · David Carlson

Workshop

Variational Causal Inference
Yulun Wu · Layne Price · Zichen Wang · Vassilis Ioannidis · Rob Barton · George Karypis

Poster

Thu 14:00

Generalization Gap in Amortized Inference
Mingtian Zhang · Peter Hayes · David Barber

Poster

Thu 14:00

Black-box coreset variational inference
Dionysis Manousakas · Hippolyt Ritter · Theofanis Karaletsos

Workshop

Variational Graph Auto-Encoders for Heterogeneous Information Network
Abhishek Dalvi · Ayan Acharya · Jing Gao · Vasant Honavar

Poster

Tue 9:00

Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep Learning
Veit David Wild · Robert Hu · Dino Sejdinovic

Poster

Wed 14:00

Probabilistic Transformer: Modelling Ambiguities and Distributions for RNA Folding and Molecule Design
Jörg Franke · Frederic Runge · Frank Hutter

Workshop

Rethinking Sharpness-Aware Minimization as Variational Inference
Szilvia Ujváry · Zsigmond Telek · Anna Kerekes · Anna Mészáros · Ferenc Huszar

Workshop

Particle-based Variational Inference with Preconditioned Functional Gradient Flow
Hanze Dong · Xi Wang · Yong Lin · Tong Zhang

Poster

Thu 9:00

Structured Recognition for Generative Models with Explaining Away
Changmin Yu · Hugo Soulat · Neil Burgess · Maneesh Sahani

Poster

Tue 9:00

Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE
Alireza Nasiri · Tristan Bepler