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Wed Jul 21 05:20 PM -- 05:25 PM (PDT)
Representation Matters: Assessing the Importance of Subgroup Allocations in Training Data
[ Paper ]
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Wed Jul 21 05:30 PM -- 05:35 PM (PDT)
Optimizing Black-box Metrics with Iterative Example Weighting
[ Paper ]
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Wed Jul 21 05:35 PM -- 05:40 PM (PDT)
A theory of high dimensional regression with arbitrary correlations between input features and target functions: sample complexity, multiple descent curves and a hierarchy of phase transitions
[ Paper ]
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Wed Jul 21 05:40 PM -- 05:45 PM (PDT)
How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation
[ Paper ]
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Wed Jul 21 05:45 PM -- 05:50 PM (PDT)
Implicit rate-constrained optimization of non-decomposable objectives
[ Paper ]