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Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence.
Zi-Hao Qiu
Quanqi Hu
Yongjian Zhong
Lijun Zhang
Tianbao Yang
Published in:
CoRR (2022)
Keyphrases
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stochastic optimization
deep learning
unsupervised learning
multistage
unsupervised feature learning
machine learning
weakly supervised
deep architectures
robust optimization
mental models
dynamic programming
convergence rate
decision trees