paper-conference

On Disentanglement in Gaussian Process Variational Autoencoders

Simon Bing, Vincent Fortuin, Gunnar Rätsch

On Interpretable Reranking-Based Dependency Parsing Systems

Florian Schottmann, Vincent Fortuin, Edoardo Ponti, Ryan Cotterell

Pathologies in Priors and Inference for Bayesian Transformers

Tristan Cinquin, Alexander Immer, Max Horn, Vincent Fortuin

Probing as quantifying inductive bias

Alexander Immer, Lucas Torroba Hennigen, Vincent Fortuin, Ryan Cotterell

Quantum Bayesian Neural Networks

Noah Berner, Vincent Fortuin, Jonas Landman

A Bayesian Approach to Invariant Deep Neural Networks

Nikolaos Mourdoukoutas, Marco Federici, Georges Pantalos, Mark van der Wilk, Vincent Fortuin

Annealed Stein Variational Gradient Descent

Francesco D'Angelo, Vincent Fortuin

Exact Langevin Dynamics with Stochastic Gradients

Adrià Garriga-Alonso, Vincent Fortuin

Factorized Gaussian Process Variational Autoencoders

Metod Jazbec, Michael Arthur Leopold Pearce, Vincent Fortuin

Fast simulation of the LHCb electromagnetic calorimeter response using VAEs and GANs

Fedor Sergeev, Nikita Jain, Ivan Knunyants, George Kostenkov, Ekaterina Trofimova