works on
case-based decision theory 1influence analysis 1linear probes 1neural network interpretability 1training data attribution 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.AI2026

From Neural Network Decisions to Training Cases: An Exact Account via Case-Based Decision Theory

Manli Yan, Yuebin Lin, Yaowen Yu +1

The paper shows that a linear readout on a fixed neural network representation can be exactly decomposed into weighted contributions from individual training cases, providing a cas…