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Optimizing Non-decomposable Measures with Deep Networks

Optimizing Non-decomposable Measures with Deep Networks

Amartya Sanyal
Pawan Kumar
Purushottam Kar
Sanjay Chawla
Fabrizio Sebastiani
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Papers citing "Optimizing Non-decomposable Measures with Deep Networks"

3 / 3 papers shown
Title
sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification
sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification
Gabriel Bénédict
Vincent Koops
Daan Odijk
Maarten de Rijke
37
30
0
24 Aug 2021
A surrogate loss function for optimization of $F_β$ score in binary classification with imbalanced data
A surrogate loss function for optimization of FβF_β score in binary classification with imbalanced data
Namgil Lee
Heejung Yang
Hojin Yoo
21
8
0
03 Apr 2021
AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning
AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning
Rizal Fathony
J. Zico Kolter
FedML
24
14
0
02 Dec 2019