data pooling 1decision theory 1geometry regularization 1gram matrix 1model auditing 1preference reversal 1
From the 1 of 2 linked papers with an AI index.
2 papers
stat.ML2026
More Data, Worse Decisions? Preference Reversals in Neural Networks under Gram Incompatibility
Yanli Yan, Yuanzheng Li, Yong Zhao +2
The paper investigates how pooling data from different sources can cause neural networks with OLS output heads to reverse previously agreed-upon preferences, and proposes geometric…
cs.CV2025
SCING:Towards More Efficient and Robust Person Re-Identification through Selective Cross-modal Prompt Tuning
Yunfei Xie, Yuxuan Cheng, Juncheng Wu +3
Recent advancements in adapting vision-language pre-training models like CLIP for person re-identification (ReID) tasks often rely on complex adapter design or modality-specific tu…