Concepedia
Statistics
Publications
6
Citations
121
H-Index
Active since
2019
Affiliations
Technische Universität Darmstadt(Current)
University of Cambridge
Xiaoting Shao is an author at Technische Universität Darmstadt specializing in neural networks, machine learning, and deep learning.
Publications per year
2019–2024
Random sum-product networks: A simple and effective approach to probabilistic deep learning
Robert Peharz, Antonio Vergari, Karl Stelzner et al. · TU/e Research Portal · 2019 · 50 citations · Full text
Computing, Computer Science, Artificial Intelligence +13
Right for Better Reasons: Training Differentiable Models by Constraining their Influence Functions
Xiaoting Shao, Arseny Skryagin, Wolfgang Stammer et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 21 citations · Full text
Computing, Computer Science, Artificial Intelligence +15
Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures
Xiaoting Shao, Alejandro Molina, Antonio Vergari et al. · arXiv (Cornell University) · 2019 · 15 citations · Full text
Computing, Computer Science, Artificial Intelligence +14
Right for the Wrong Scientific Reasons: Revising Deep Networks by Interacting with their Explanations.
Patrick Schramowski, Wolfgang Stammer, Stefano Teso et al. · arXiv (Cornell University) · 2020 · 13 citations · Full text
Computing, Computer Science, Plant Sciences +17
Making deep neural networks right for the right scientific reasons by interacting with their explanations
Patrick Schramowski, Wolfgang Stammer, Stefano Teso et al. · Nature Machine Intelligence · 2020 · 12 citations · Full text
Computing, Computer Science, Data Science +14
1–5 of 6