Search Results for author: Haichong Zhang

Found 1 papers, 0 papers with code

SBO-RNN: Reformulating Recurrent Neural Networks via Stochastic Bilevel Optimization

no code implementations NeurIPS 2021 Ziming Zhang, Yun Yue, Guojun Wu, Yanhua Li, Haichong Zhang

In this paper we consider the training stability of recurrent neural networks (RNNs) and propose a family of RNNs, namely SBO-RNN, that can be formulated using stochastic bilevel optimization (SBO).

Bilevel Optimization

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