conftrace_

cost-sensitive learning

55 papers

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Also known as

CSL

Co-occurring keywords

class imbalance (555) loss function (462) surrogate loss (94) deep neural network (1803) decision tree (322) multi-label classification (1009) imbalanced datum (81) cost-sensitive classification (18) data augmentation (3052) sequential decision making (215)

Papers

Learning With Unsure Data for Medical Image Diagnosis ICCV 2019
Di-LSTM Contrast : A Deep Neural Network for Metaphor Detection NAACL 2018
Learning with Complex Loss Functions and Constraints AISTATS 2018
Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation CVPR 2018
Joint Active Feature Acquisition and Classification with Variable-Size Set Encoding NIPS 2018
Adaptive Scaling for Sparse Detection in Information Extraction ACL 2018
Cost-Sensitive Learning with Noisy Labels JMLR 2018
A Novel Data Representation for Effective Learning in Class Imbalanced Scenarios IJCAI 2018
Cost-Effective Active Learning from Diverse Labelers IJCAI 2017
Cost efficient gradient boosting NIPS 2017
Loss Max-Pooling for Semantic Image Segmentation CVPR 2017
Cost Sensitive Online Multiple Kernel Classification ACML 2016
A Task-Oriented Approach for Cost-Sensitive Recognition CVPR 2016
Feature-Budgeted Random Forest ICML 2015
Guess-Averse Loss Functions For Cost-Sensitive Multiclass Boosting ICML 2014
Analysis of Learning from Positive and Unlabeled Data NIPS 2014
Diagnosis determination: decision trees optimizing simultaneously worst and expected testing cost ICML 2014
Condensed Filter Tree for Cost-Sensitive Multi-Label Classification ICML 2014
Selective sampling algorithms for cost-sensitive multiclass prediction ICML 2013
Cost-sensitive Multiclass Classification Risk Bounds ICML 2013
Learning Near-Optimal Cost-Sensitive Decision Policy for Object Detection ICCV 2013
Parametric Task Learning NIPS 2013
Revisiting Example Dependent Cost-Sensitive Learning with Decision Trees ICCV 2013
Cost-Sensitive Tree of Classifiers ICML 2013
On the Statistical Consistency of Algorithms for Binary Classification under Class Imbalance ICML 2013