Unlearning Information Bottleneck: Machine Unlearning of Systematic Patterns and Biases

Ling Han, Hao Huang, Dustin Scheinost +2

Effective adaptation to distribution shifts in training data is pivotal for sustaining robustness in neural networks, especially when removing specific biases or outdated informati…