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HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts.
Giang Do
Khiem Le
Quang Pham
TrungTin Nguyen
Thanh-Nam Doan
Bint T. Nguyen
Chenghao Liu
Savitha Ramasamy
Xiaoli Li
Steven C. H. Hoi
Published in:
CoRR (2023)
Keyphrases
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computationally efficient
domain experts
cost effective
bayesian inference
high dimensional
computationally expensive
decision trees
training set
online learning
training algorithm
structured prediction
avoid overfitting