Kim et al. reply
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New methods enable language models to perform "any-order inference" for coding and reasoning
Researchers have developed two new methods to enable language models to perform "any-order inference," a capability crucial for tasks like code generation where users fluidly switch between high-level concepts and speci…
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New study finds common time-series anomaly detection metrics are gameable
A new paper critically examines evaluation metrics for time-series anomaly detection (TSAD), finding that many commonly used metrics are susceptible to being gamed by simple, no-skill score generators. The research test…
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New Mean Field Approach for High-Dimensional Linear Regression
This paper introduces a novel mean field approach for empirical Bayes estimation in high-dimensional linear regression. The method utilizes a variational empirical Bayes technique to efficiently estimate the underlying …