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 Neural Information Processing Systems (NeurIPS) A Measure-Theoretic Axiomatisation of Causality.
Conference on Neural Information Processing Systems (NeurIPS) Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders
Conference on Neural Information Processing Systems (NeurIPS) Adaptive SGD with Polyak stepsize and Line-search: Robust Convergence and Variance Reduction
Conference on Neural Information Processing Systems (NeurIPS) Explaining the Uncertain: Stochastic Shapley Values for Gaussian Process Models.
Conference on Neural Information Processing Systems (NeurIPS) Are GATs Out of Balance?
Conference on Neural Information Processing Systems (NeurIPS) Learning Causal Models under Independent Changes.
Conference on Neural Information Processing Systems (NeurIPS)
Conference on Neural Information Processing Systems (NeurIPS) Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models
Computing and Combinatorics (COCOON) Delaying Decisions and Reservation Costs