Search Results for author: Zhimeng Pan

Found 3 papers, 1 papers with code

Self-Adaptable Point Processes with Nonparametric Time Decays

no code implementations NeurIPS 2021 Zhimeng Pan, Zheng Wang, Jeff M. Phillips, Shandian Zhe

Specifically, we use an embedding to represent each event type and model the event influence as an unknown function of the embeddings and time span.

Point Processes

Review Regularized Neural Collaborative Filtering

no code implementations20 Aug 2020 Zhimeng Pan, Wenzheng Tao, Qingyao Ai

In recent years, text-aware collaborative filtering methods have been proposed to address essential challenges in recommendations such as data sparsity, cold start problem, and long-tail distribution.

Collaborative Filtering

Streaming Probabilistic Deep Tensor Factorization

1 code implementation14 Jul 2020 Shikai Fang, Zheng Wang, Zhimeng Pan, Ji Liu, Shandian Zhe

Our algorithm provides responsive incremental updates for the posterior of the latent factors and NN weights upon receiving new tensor entries, and meanwhile select and inhibit redundant/useless weights.

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