Marcel Hirt

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Variational Inference

Top Venues

Publications

Marcel Hirt, Vasileios Kreouzis, Petros Dellaportas
Learning variational autoencoders via MCMC speed measures. Stat. Comput. 34 (5) (2024)
Marcel Hirt, Domenico Campolo, Victoria Leong, Juan-Pablo Ortega
Learning multi-modal generative models with permutation-invariant encoders and tighter variational bounds. CoRR (2023)
Marcel Hirt, Vasileios Kreouzis, Petros Dellaportas
Learning variational autoencoders via MCMC speed measures. CoRR (2023)
Marcel Hirt, Michalis K. Titsias, Petros Dellaportas
Entropy-based adaptive Hamiltonian Monte Carlo. NeurIPS (2021)
Marcel Hirt, Petros Dellaportas, Alain Durmus
Copula-like Variational Inference. CoRR (2019)
Marcel Hirt, Petros Dellaportas
Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers. AISTATS (2019)
Marcel Hirt, Petros Dellaportas, Alain Durmus
Copula-like Variational Inference. NeurIPS (2019)
Marcel Hirt, Petros Dellaportas
Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers. CoRR (2018)