Schewe, Sven

9 publications

IJCAI 2025 Solving MDPs with LTLf+ and PPLTL+ Temporal Objectives Giuseppe De Giacomo, Yong Li, Sven Schewe, Christoph Weinhuber, Pian Yu

IJCAI 2024 Angluin-Style Learning of Deterministic Büchi and Co-Büchi Automata Yong Li, Sven Schewe, Qiyi Tang

AAAI 2024 Omega-Regular Decision Processes Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak

CVPR 2022 Enhancing Adversarial Training with Second-Order Statistics of Weights Gaojie Jin, Xinping Yi, Wei Huang, Sven Schewe, Xiaowei Huang

IJCAI 2022 Hidden 1-Counter Markov Models and How to Learn Them Mehmet Kurucan, Mete Özbaltan, Sven Schewe, Dominik Wojtczak

AAAI 2022 Quantifying the Importance of Latent Features in Neural Networks Amany Alshareef, Nicolas Berthier, Sven Schewe, Xiaowei Huang

NeurIPS 2022 Recursive Reinforcement Learning Ernst Moritz Hahn, Mateo Perez, Sven Schewe, Fabio Somenzi, Ashutosh Trivedi, Dominik Wojtczak

TMLR 2022 Weight Expansion: A New Perspective on Dropout and Generalization Gaojie Jin, Xinping Yi, Pengfei Yang, Lijun Zhang, Sven Schewe, Xiaowei Huang

NeurIPS 2020 How Does Weight Correlation Affect Generalisation Ability of Deep Neural Networks? Gaojie Jin, Xinping Yi, Liang Zhang, Lijun Zhang, Sven Schewe, Xiaowei Huang