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.
Conference on Uncertainty in Artificial Intelligence (UAI) Constrained differentially private federated learning for low-bandwidth devices.
Conference on Neural Information Processing Systems (NeurIPS) Scaling up Continuous-Time Markov Chains Helps Resolve Underspecification.
Conference on Neural Information Processing Systems (NeurIPS) WaveFake: A Data Set to Facilitate Audio Deepfake Detection.
International Conference on Machine Learning (ICML) Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression.
International Conference on Machine Learning (ICML) Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction.
Usenix Security Symposium (USENIX-Security) Nyx: Greybox Hypervisor Fuzzing using Fast Snapshots and Affine Types.
Software Engineering Generating Tests that Cover Input Structure.
Structural Information and Communication Complexity (SIROCCO) Approximate Minimum Directed Spanning Trees Under Congestion