rank correlation
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ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design
Addressing these challenges requires scale. To that end we introduce ProteinGym, a large-scale and holistic set of benchmarks specifically designed for protein fitness prediction and design.
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Better Private Linear Regression Through Better Private Feature Selection Travis Dick Jennifer Gillenwater Matthew Joseph
Evaluated over a collection of 25 linear regression datasets taken from Tang et al.
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DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation
Standard few-shot learning methods employ geometric similarity metrics such as cosine similarity and negative Euclidean distance to gauge the semantic relatedness between two features.
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