Marcel Hirt

According to our database, Marcel Hirt authored at least 5 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Learning variational autoencoders via MCMC speed measures.

Marcel Hirt, Vasileios Kreouzis, Petros Dellaportas

Stat. Comput., October, 2024

2023

Learning multi-modal generative models with permutation-invariant encoders and tighter variational bounds.

Marcel Hirt, Domenico Campolo, Victoria Leong, Juan-Pablo Ortega

CoRR, 2023

2021

Entropy-based adaptive Hamiltonian Monte Carlo.

Marcel Hirt, Michalis K. Titsias, Petros Dellaportas

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Copula-like Variational Inference.

Marcel Hirt, Petros Dellaportas, Alain Durmus

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers.

Marcel Hirt, Petros Dellaportas

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019