most citedIntrospective Tips: Large Language Model for In-Context Decision Making

6 citations · 15 across the 11 of their papers we have counts for

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cs.LG2024★ 4 cited

Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective

Zexin Wang, Changhua Pei, Minghua Ma +9

Time series Anomaly Detection (AD) plays a crucial role for web systems. Various web systems rely on time series data to monitor and identify anomalies in real time, as well as to…

cs.LG2024

COIN: Chance-Constrained Imitation Learning for Uncertainty-aware Adaptive Resource Oversubscription Policy

Lu Wang, Mayukh Das, Fangkai Yang +9

We address the challenge of learning safe and robust decision policies in presence of uncertainty in context of the real scientific problem of adaptive resource oversubscription to…