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active_matrix_completion_workshop

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Active Learning Workshop

This workshop is prepared for ITRI

Date & Location

  • Date:
  • Location:

Agenda

Active Matrix Completion

TitleYearSource
Active Collaborative Filtering2003UAI
A Bayesian Approach toward Active Learning for Collaborative Filtering2004UAI
Active Collaborative Prediction with Maximum Margin Matrix Factorization2008ISAIM
Personalized Active Learning for Collaborative Filtering2008SIGIR
Active Learning for Aspect Model in Recommender Systems2011CIDM

Deep Active Learning

TitleConferenceYear
A New Active Labeling Method for Deep Learning IJCNN 2014
Active Learning for Hyperspectral Image Classification with a Stacked Autoencoders Based Neural Network ICIP 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning ICML 2016
Deep Bayesian Active Learning with Image Data ICML 2017
Fine-tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally CVPR 2017
A Meta-Learning Approach to One-Step Active Learning AutoML Workshop, ECML PKDD 2017
Learning Algorithms for Active Learning ICML 2017
Meta-Learning Transferable Active Learning Policies by Deep Reinforcement Learning Rejected by ICLR 2018
active_matrix_completion_workshop.1522404808.txt.gz · Last modified: 2018/03/30 18:13 by setsuna