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From the 2 of 112 papers with an AI index.

most citedTests of General Relativity with GWTC-3

113 citations

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cs.LG2026

When Can Fraud Operations Authorize Automation? A Decision-Support Framework for Fresh Audit Evidence and Review Workload

Jie Deng

Fraud operations must allocate events among automatic approval, analyst review, and automatic blocking even though the labels needed to evaluate these actions are selective and del…

cs.LG2026

Empowering Credit Risk Detection in Weixin Pay with Billion-Scale Deep Graph Learning

Xin Liu, Xiyuan Chen, Chenglong Wu +3

Credit risk detection, particularly mitigating individual fraud, is crucial for maintaining the stability of digital financial ecosystems. Accurately identifying credit fraud among…

cs.LG2026

DiffoR: A Unified Continuous Generative Framework for Universal Ordinal Regression

Hongxu Ma, Lin Wang, Chenghou Jin +6

Ordinal Regression (OR) aims to predict target values with inherent order, underpinning critical applications across diverse domains, from recommender systems to computer vision. T…

cs.LG20265 cited

Visual Analysis of Multi-outcome Causal Graphs

Mengjie Fan, Jinlu Yu, Daniel Weiskopf +3

We introduce a visual analysis method for multiple causal graphs with different outcome variables, namely, multi-outcome causal graphs. Multi-outcome causal graphs are important in…

cs.LG20262 cited

Aligning Few-Step Diffusion Models with Dense Reward Difference Learning

Ziyi Zhang, Li Shen, Sen Zhang +6

Few-step diffusion models enable efficient high-resolution image synthesis but struggle to align with specific downstream objectives due to limitations of existing reinforcement le…

cs.LG2026

CONTINA: Confidence Interval for Traffic Demand Prediction with Coverage Guarantee

Chao Yang, Xiannan Huang, Shuhan Qiu +1

Accurate short-term traffic demand prediction is critical for the operation of traffic systems. Besides point estimation, the confidence interval of the prediction is also of great…