Search Results for author: Hongsheng Dai

Found 3 papers, 2 papers with code

Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving

1 code implementation9 Dec 2021 Lei Ding, Dengdeng Yu, Jinhan Xie, Wenxing Guo, Shenggang Hu, Meichen Liu, Linglong Kong, Hongsheng Dai, Yanchun Bao, Bei Jiang

The proposed method allows us to construct and analyze the complex causal mechanisms facilitating gender information flow while retaining oracle semantic information within word embeddings.

Causal Inference Word Embeddings +1

Electrical peak demand forecasting- A review

no code implementations3 Aug 2021 Shuang Dai, Fanlin Meng, Hongsheng Dai, Qian Wang, Xizhong Chen

To this end, this paper provides a timely and comprehensive overview of peak load demand forecast methods in the literature.

Management

Bayesian Fusion: Scalable unification of distributed statistical analyses

2 code implementations3 Feb 2021 Hongsheng Dai, Murray Pollock, Gareth Roberts

By means of extensive guidance on the implementation of the approach, we demonstrate theoretically and empirically that Bayesian Fusion is robust to increasing numbers of analyses, and coherently unifying analyses which do not concur.

Methodology

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