Xiaoting Shao - RankMe

15 papers A* 2A 1Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Conditional sum-product networks: Modular probabilistic circuits via gate functions. Int. J. Approx. Reason. Xiaoting Shao, Alejandro Molina, Antonio Vergari, Karl Stelzner, Robert Peharz, Thomas Liebig, Kristian Kersting
2022	—	`—`	Explaining and Interactively Debugging Deep Models. Xiaoting Shao
2022	J	`jnl`	Gradient-based Counterfactual Explanations using Tractable Probabilistic Models. CoRR Xiaoting Shao, Kristian Kersting
2022	J	`jnl`	Right for the Right Latent Factors: Debiasing Generative Models via Disentanglement. CoRR Xiaoting Shao, Karl Stelzner, Kristian Kersting
2021	A*	`conf`	Right for Better Reasons: Training Differentiable Models by Constraining their Influence Functions. AAAI Xiaoting Shao, Arseny Skryagin, Wolfgang Stammer, Patrick Schramowski, Kristian Kersting
2020	—	`conf`	Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures. PGM Xiaoting Shao, Alejandro Molina, Antonio Vergari, Karl Stelzner, Robert Peharz, Thomas Liebig, Kristian Kersting
2020	A*	`conf`	Independence and D-separation in Abstract Argumentation. KR Tjitze Rienstra, Matthias Thimm, Kristian Kersting, Xiaoting Shao
2020	J	`jnl`	Making deep neural networks right for the right scientific reasons by interacting with their explanations. Nat. Mach. Intell. Patrick Schramowski, Wolfgang Stammer, Stefano Teso, Anna Brugger, Franziska Herbert, Xiaoting Shao, Hans-Georg Luigs, Anne-Katrin Mahlein, Kristian Kersting
2020	—	`conf`	Modelling Multivariate Ranking Functions with Min-Sum Networks. SUM Xiaoting Shao, Zhongjie Yu, Arseny Skryagin, Tjitze Rienstra, Matthias Thimm, Kristian Kersting
2020	J	`jnl`	Right for the Wrong Scientific Reasons: Revising Deep Networks by Interacting with their Explanations. CoRR Patrick Schramowski, Wolfgang Stammer, Stefano Teso, Anna Brugger, Xiaoting Shao, Hans-Georg Luigs, Anne-Katrin Mahlein, Kristian Kersting
2020	J	`jnl`	Towards Understanding and Arguing with Classifiers: Recent Progress. Datenbank-Spektrum Xiaoting Shao, Tjitze Rienstra, Matthias Thimm, Kristian Kersting
2019	J	`jnl`	Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures. CoRR Xiaoting Shao, Alejandro Molina, Antonio Vergari, Karl Stelzner, Robert Peharz, Thomas Liebig, Kristian Kersting
2019	J	`jnl`	Neural-Symbolic Argumentation Mining: An Argument in Favor of Deep Learning and Reasoning. Frontiers Big Data Andrea Galassi, Kristian Kersting, Marco Lippi, Xiaoting Shao, Paolo Torroni
2019	J	`jnl`	Neural-Symbolic Argumentation Mining: an Argument in Favour of Deep Learning and Reasoning. CoRR Andrea Galassi, Kristian Kersting, Marco Lippi, Xiaoting Shao, Paolo Torroni
2019	A	`conf`	Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning. UAI Robert Peharz, Antonio Vergari, Karl Stelzner, Alejandro Molina, Martin Trapp, Xiaoting Shao, Kristian Kersting, Zoubin Ghahramani