Search Results for author: Jason Xiaotian Dou

Found 4 papers, 0 papers with code

Decomposable Sparse Tensor on Tensor Regression

no code implementations9 Dec 2022 Haiyi Mao, Jason Xiaotian Dou

Most regularized tensor regression research focuses on tensors predictors with scalars responses or vectors predictors to tensors responses.

regression Tensor Decomposition

Sampling Through the Lens of Sequential Decision Making

no code implementations17 Aug 2022 Jason Xiaotian Dou, Alvin Qingkai Pan, Runxue Bao, Haiyi Harry Mao, Lei Luo, Zhi-Hong Mao

Due to the growth of large datasets and model complexity, we want to learn and adapt the sampling process while training a representation.

Decision Making Information Retrieval +3

COEM: Cross-Modal Embedding for MetaCell Identification

no code implementations15 Jul 2022 Haiyi Mao, Minxue Jia, Jason Xiaotian Dou, Haotian Zhang, Panayiotis V. Benos

Metacells are disjoint and homogeneous groups of single-cell profiles, representing discrete and highly granular cell states.

What Words Do We Use to Lie?: Word Choice in Deceptive Messages

no code implementations1 Oct 2017 Jason Xiaotian Dou, Michelle Liu, Haaris Muneer, Adam Schlussel

Existing research has also examined how factors, such as student status and gender, affect rates of deception and word choice in deceptive messages.

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