Tristan Cinquin

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Variational Inference

Posterior Distribution

Learned From Training Data

Top Venues

Publications

Tristan Cinquin, Marvin Pförtner, Vincent Fortuin, Philipp Hennig, Robert Bamler
FSP-Laplace: Function-Space Priors for the Laplace Approximation in Bayesian Deep Learning. CoRR (2024)
Tristan Cinquin, Robert Bamler
Regularized KL-Divergence for Well-Defined Function-Space Variational Inference in Bayesian neural networks. CoRR (2024)
Tristan Cinquin, Tammo Rukat, Philipp Schmidt, Martin Wistuba, Artur Bekasov
Variational Boosted Soft Trees. CoRR (2023)
Tristan Cinquin, Tammo Rukat, Philipp Schmidt, Martin Wistuba, Artur Bekasov
Variational Boosted Soft Trees. AISTATS (2023)
Tristan Cinquin, Alexander Immer, Max Horn, Vincent Fortuin
Pathologies in priors and inference for Bayesian transformers. CoRR (2021)
Jing Yang, Tristan Cinquin, Gábor Sörös
Unsupervised Musical Timbre Transfer for Notification Sounds. ICASSP (2021)