MD tree: a model-diagnostic tree grown on loss landscape

Yefan Zhou; Jianlong Chen; Qinxue Cao; Konstantin Schürholt; Yaoqing Yang

2024 ICML ICML 2024

MD tree: a model-diagnostic tree grown on loss landscape

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Yefan Zhou, Jianlong Chen, Qinxue Cao, Konstantin Schürholt, Yaoqing Yang

Topics

Artificial Intelligence > Core AI > Interpretability Machine Learning > Optimization & Theory > Neural Network Optimization Deep Learning > Techniques > Model Architecture

Keywords

loss landscape model diagnosis failure mode insufficient data actionable insight hyperparameters

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