Kaspar Märtens

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Gaussian Process Latent Variable Models

Stochastic Processes

Top Venues

Publications

Kaspar Märtens, Christopher Yau
Disentangling shared and private latent factors in multimodal Variational Autoencoders. CoRR (2024)
Kaspar Märtens, Michele Bortolomeazzi, Lucia Montorsi, Jo Spencer, Francesca D. Ciccarelli, Christopher Yau
Rarity: discovering rare cell populations from single-cell imaging data. Bioinform. 39 (12) (2023)
Jin Xu, Emilien Dupont, Kaspar Märtens, Thomas Rainforth, Yee Whye Teh
Deep Stochastic Processes via Functional Markov Transition Operators. NeurIPS (2023)
Jin Xu, Emilien Dupont, Kaspar Märtens, Tom Rainforth, Yee Whye Teh
Deep Stochastic Processes via Functional Markov Transition Operators. CoRR (2023)
Kaspar Märtens, Christopher Yau
Disentangling shared and private latent factors in multimodal Variational Autoencoders. MLCB (2023)
Kaspar Märtens, Christopher Yau
BasisVAE: Translation-invariant feature-level clustering with Variational Autoencoders. AISTATS (2020)
Kaspar Märtens, Christopher Yau
BasisVAE: Translation-invariant feature-level clustering with Variational Autoencoders. CoRR (2020)
Kaspar Märtens, Christopher Yau
Neural Decomposition: Functional ANOVA with Variational Autoencoders. AISTATS (2020)
Kaspar Märtens, Christopher Yau
Neural Decomposition: Functional ANOVA with Variational Autoencoders. CoRR (2020)
Kaspar Märtens, Michalis K. Titsias, Christopher Yau
Augmented Ensemble MCMC sampling in Factorial Hidden Markov Models. AISTATS (2019)
Kaspar Märtens, Kieran R. Campbell, Christopher Yau
Decomposing feature-level variation with Covariate Gaussian Process Latent Variable Models. ICML (2019)
Kaspar Märtens, Kieran R. Campbell, Christopher Yau
Covariate Gaussian Process Latent Variable Models. CoRR (2018)
Raivo Kolde, Kaspar Märtens, Kaie Lokk, Sven Laur, Jaak Vilo
seqlm: an MDL based method for identifying differentially methylated regions in high density methylation array data. Bioinform. 32 (17) (2016)