← Search

CITEC Barbara Hammer

2 accepted papers

2026

Extending Fair Null-Space Projections for Continuous Attributes to Kernel Methods

ICML 2026poster

With the on-going integration of machine learning systems into the everyday social life of millions the notion of fairness becomes an ever increasing priority in their development. Fairness notions commonly rely on protected attributes to assess potential biases. Here, the majority of literature foc…

Cited by 0SourceScholar
2026

Position: Modular Memory is the Key to Continual Learning Agents

ICML 2026spotlight

Foundation models have transformed machine learning through large-scale pretraining, massive parameterization, and increased test-time compute. Despite surpassing human performance in several domains, these models remain fundamentally limited in continuous operation, experience accumulation, and per…

Cited by 0SourceScholar