Zhongjie Yu
Technische Universität Darmstadt
H-index: 6
Europe-Germany
Top articles of Zhongjie Yu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Characteristic Circuits | Advances in Neural Information Processing Systems | Zhongjie Yu Martin Trapp Kristian Kersting | 2024/2/13 |
Probabilistic circuits that know what they don’t know | Fabrizio Ventola Steven Braun Yu Zhongjie Martin Mundt Kristian Kersting | 2023/7/2 | |
Enabling Virtual Met Masts for wind energy applications through machine learning-methods | Energy and AI | Sandra Schwegmann Janosch Faulhaber Sebastian Pfaffel Zhongjie Yu Martin Dörenkämper | 2023/1/1 |
Predictive whittle networks for time series | Zhongjie Yu Fabrizio Ventola Nils Thoma Devendra Singh Dhami Martin Mundt | 2022/8/17 | |
Sum-product-attention networks: Leveraging self-attention in energy-based probabilistic circuits | Zhongjie Yu Devendra Singh Dhami Kristian Kersting | 2022/7/26 | |
Whittle networks: A deep likelihood model for time series | Zhongjie Yu Fabrizio G Ventola Kristian Kersting | 2021/7/1 | |
Recowns: Probabilistic circuits for trustworthy time series forecasting | arXiv preprint arXiv:2106.04148 | Nils Thoma Zhongjie Yu Fabrizio Ventola Kristian Kersting | 2021/6/8 |
Whittle Networks datasets | Zhongjie Yu | 2021 | |
Leveraging probabilistic circuits for nonparametric multi-output regression | Conference on Uncertainty in Artificial Intelligence (UAI) | Zhongjie Yu Mingye Zhu Martin Trapp Arseny Skryagin Kristian Kersting | 2021 |
Sum-product logic: integrating probabilistic circuits into deepproblog | Working Notes of the ICML 2020 Workshop on Bridge Between Perception and Reasoning: Graph Neural Networks and Beyond | Arseny Skryagin Karl Stelzner Alejandro Molina Fabrizio Ventola Zhongjie Yu | 2020 |
Modelling Multivariate Ranking Functions with Min-Sum Networks | Scalable Uncertainty Management: 14th International Conference, SUM 2020, Bozen-Bolzano, Italy, September 23–25, 2020, Proceedings | Matthias Thimm Kristian Kersting | 2020/9/16 |
