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20162026
most citedPreterm Birth Prediction: Deriving Stable and Interpretable Rules from High Dimensional Data

10 citations · 10 across the 7 of their papers we have counts for

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2 papers · 1 filter

cs.LG2026

Score-based Integrated Gradient for Root Cause Explanations of Outliers

Phuoc Nguyen, Truyen Tran, Sunil Gupta +1

Identifying the root causes of outliers is a fundamental problem in causal inference and anomaly detection. Traditional approaches based on heuristics or counterfactual reasoning o…

cs.LG2024

Enhancing Length Extrapolation in Sequential Models with Pointer-Augmented Neural Memory

Hung Le, Dung Nguyen, Kien Do +2

We propose Pointer-Augmented Neural Memory (PANM) to help neural networks understand and apply symbol processing to new, longer sequences of data. PANM integrates an external neura…