Density-Softmax: Efficient Test-time Model for Uncertainty Estimation and Robustness under Distribution Shifts

Ha Manh Bui; Anqi Liu

2024 ICML ICML 2024

Density-Softmax: Efficient Test-time Model for Uncertainty Estimation and Robustness under Distribution Shifts

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

Ha Manh Bui, Anqi Liu

Topics

Machine Learning > Core Methods > Classification Machine Learning > Optimization & Theory > Bayesian Inference Machine Learning > Application Areas > Efficient Computing

Keywords

distribution shift uncertainty estimation softmax layer model parameter density function lipschitz-constrained feature extractor

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