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Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance.
Zhuoning Yuan
Yuexin Wu
Zi-Hao Qiu
Xianzhi Du
Lijun Zhang
Denny Zhou
Tianbao Yang
Published in:
ICML (2022)
Keyphrases
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stochastic optimization
learning algorithm
learning process
learning systems
active learning
learning tasks
incremental learning
feature selection
reinforcement learning
support vector machine
case based reasoning
multistage
learning problems
convex optimization
multi task