Yaowen Yu

works on

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

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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…