Zheng Zhao
3 papers in the PaperMetrix corpus
Papers by this author
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State-space deep Gaussian processes with applications
2021 · arXiv (Cornell University)
This thesis is mainly concerned with state-space approaches for solving deep (temporal) Gaussian process (DGP) regression problems. More specifically, we represent DGPs as hierarchically composed systems of stochastic differential equations (SDEs), and we consequently solve …
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Temporal Gaussian Process Regression in Logarithmic Time
2021 · arXiv (Cornell University)
The aim of this article is to present a novel parallelization method for temporal Gaussian process (GP) regression problems. The method allows for solving GP regression problems in logarithmic O(log N) time, where N is …
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Are Large Language Model Temporally Grounded?
2024
Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo Ponti, Shay Cohen. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). …