South America
Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization
The right to be forgotten calls for efficient machine unlearning techniques that make trained machine learning models forget a cohort of data.
The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World
This dataset includes images from homes with no internet access and incomes as low as $26.99 per
Interaction-Grounded Learning with Action-Inclusive Feedback
Prior analyzed approaches fail when the feedback vector contains the action, which significantly limits IGL's success in many potential scenarios such as Brain-computer interface (BCI) or Human-computer interface (HCI) applications.
Interaction-Grounded Learning with Action-Inclusive Feedback
Prior analyzed approaches fail when the feedback vector contains the action, which significantly limits IGL's success in many potential scenarios such as Brain-computer interface (BCI) or Human-computer interface (HCI) applications.
618faa1728eb2ef6e3733645273ab145-Paper.pdf
It is hard to trust a black-box algorithm, and it is hard to deploy an algorithm if one does not trust its output.