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.
International Conference on Learning Representations (ICLR)
Explainable Mixture Models through Differentiable Rule Learning
International Conference on Learning Representations (ICLR)
Never Saddle Down for Reparameterized Steepest Descent as Mirror Flow
International Conference on Learning Representations (ICLR)
Hyperbolic Aware Minimization: Implicit Bias for Sparsity
International Conference on Learning Representations (ICLR)
Boosting for Predictive Sufficiency
International Conference on Learning Representations (ICLR)
When Shift Happens - Confounding Is to Blame
International Conference on Artificial Intelligence and Statistics (AISTATS)
Frequency-Based Hyperparameter Selection in Games
International Conference on Human Factors in Computing Systems (CHI)
National Conference of the American Association for Artificial Intelligence (AAAI)
SL-CBM: Enhancing Concept Bottleneck Models with Semantic Locality for Better Interpretability
CoRR Cutting Corners on Uncertainty: Zonotope Abstractions for Stream-based Runtime Monitoring