Xiaoting Shao

Xiaoting Shao

Technische Universität Darmstadt - Darmstadt / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 4583445
Darmstadt University of Technology
person_outline Xiaoting Shao's MOST POPULAR ARTICLES
1-) Making deep neural networks right for the right scientific reasons by interacting with their explanationsP Schramowski, W Stammer, S Teso, A Brugger, F Herbert, X Shao, ...Nature Machine Intelligence 2 (8), 476-486, 2020952020
2-) Random sum-product networks: A simple and effective approach to probabilistic deep learningR Peharz, A Vergari, K Stelzner, A Molina, X Shao, M Trapp, K Kersting, ...Uncertainty in Artificial Intelligence, 334-344, 2020742020
3-) Conditional sum-product networks: Imposing structure on deep probabilistic architecturesX Shao, A Molina, A Vergari, K Stelzner, R Peharz, T Liebig, K KerstingInternational Conference on Probabilistic Graphical Models, 401-412, 2020332020
4-) Right for better reasons: Training differentiable models by constraining their influence functionsX Shao, A Skryagin, W Stammer, P Schramowski, K KerstingProceedings of the AAAI Conference on Artificial Intelligence 35 (11), 9533-9540, 2021342021
5-) Right for the wrong scientific reasons: Revising deep networks by interacting with their explanationsP Schramowski, W Stammer, S Teso, A Brugger, HG Luigs, AK Mahlein, ...arXiv preprint arXiv:2001.05371, 2020202020