Publications
Scientific publications are the most important measure of our academic excellence and impact. In the past years, CISPA researchers have published many papers at scientific top-tier conferences and in prestigious journals. Our publications are listed in our publications database, including a link to the original paper.
Transactions on Machine Learning Research (TMLR) A Unified View of Differentially Private Deep Generative Modeling.
National Conference of the American Association for Artificial Intelligence (AAAI) Finding Interpretable Class-Specific Patterns through Efficient Neural Search
National Conference of the American Association for Artificial Intelligence (AAAI) What Are the Rules? Discovering Constraints from Data
National Conference of the American Association for Artificial Intelligence (AAAI) Discovering Sequential Patterns with Predictable Inter-event Delays
National Conference of the American Association for Artificial Intelligence (AAAI) On Alternating-Time Temporal Logic, Hyperproperties, and Strategy Sharing
National Conference of the American Association for Artificial Intelligence (AAAI) Causal Strategic Learning with Competitive Selection
International Conference on Learning Representations (ICLR) Batch normalization is sufficient for universal function approximation in CNNs.
Optimization Methods and Software Decentralized gradient tracking with local steps
Symposium on Theoretical Aspects of Computer Science (STACS) Removable Online Knapsack and Advice