Marcel Hirt

Marcel Hirt

University College London

H-index: 4

Europe-United Kingdom

About Marcel Hirt

Marcel Hirt, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at University College London, specializes in the field of Statistics, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Learning variational autoencoders via MCMC speed measures

A Pose-Informed De-Noising Diffusion Model for Adult Naturalistic EEG Signals

A Bayesian framework for genome-wide inference of DNA methylation levels

Reservoir Computing for Macroeconomic Forecasting with Mixed Frequency Data

Entropy-based adaptive Hamiltonian Monte Carlo

Approximate inference methods in probabilistic machine learning and Bayesian statistics

Marcel Hirt Information

University

Position

___

Citations(all)

29

Citations(since 2020)

29

Cited By

6

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

1

i10Index(since 2020)

1

Email

University Profile Page

Google Scholar

Marcel Hirt Skills & Research Interests

Statistics

Machine Learning

Top articles of Marcel Hirt

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

arXiv preprint arXiv:2309.00380

2023/9/1

Learning variational autoencoders via MCMC speed measures

arXiv preprint arXiv:2308.13731

2023/8/26

Marcel Hirt
Marcel Hirt

H-Index: 1

Petros Dellaportas
Petros Dellaportas

H-Index: 18

A Pose-Informed De-Noising Diffusion Model for Adult Naturalistic EEG Signals

bioRxiv

2023

A Bayesian framework for genome-wide inference of DNA methylation levels

arXiv preprint arXiv:2211.07311

2022/11/14

Reservoir Computing for Macroeconomic Forecasting with Mixed Frequency Data

International Journal of Forecasting

2023/12/7

Entropy-based adaptive Hamiltonian Monte Carlo

Advances in Neural Information Processing Systems

2021/12/6

Marcel Hirt
Marcel Hirt

H-Index: 1

Petros Dellaportas
Petros Dellaportas

H-Index: 18

Approximate inference methods in probabilistic machine learning and Bayesian statistics

2021/7/28

Marcel Hirt
Marcel Hirt

H-Index: 1

See List of Professors in Marcel Hirt University(University College London)