Pawel Herman

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Multivariate Time Series

Granger Causality

Iterated Local Search

Top Venues

Publications

Zineb Senane, Lele Cao, Valentin Leonhard Buchner, Yusuke Tashiro, Lei You, Pawel Herman, Mats Nordahl, Ruibo Tu, Vilhelm von Ehrenheim
Self-Supervised Learning of Time Series Representation via Diffusion Process and Imputation-Interpolation-Forecasting Mask. CoRR (2024)
Qichen Xu, I. P. Miranda, Manuel Pereiro, Filipp N. Rybakov, Danny Thonig, Erik Sjöqvist, Pavel F. Bessarab, Anders Bergman, Olle Eriksson, Pawel Herman, Anna Delin
Metaheuristic conditional neural network for harvesting skyrmionic metastable states. CoRR (2023)
Qichen Xu, Zhuanglin Shen, Manuel Pereiro, Pawel Herman, Olle Eriksson, Anna Delin
Genetic-tunneling driven energy optimizer for magnetic system. CoRR (2023)
Lele Cao, Gustaf Halvardsson, Andrew McCornack, Vilhelm von Ehrenheim, Pawel Herman
Sourcing Investment Targets for Venture and Growth Capital Using Multivariate Time Series Transformer. CoRR (2023)