7 citations · 11 across the 4 of their papers we have counts for
4 papers
Poisson Conjugate Prior for PHD Filtering based Track-Before-Detect Strategies in Radar Systems
Haiyi Mao, Cong Peng, Yue Liu +3
A variety of filters with track-before-detect (TBD) strategies have been developed and applied to low signal-to-noise ratio (SNR) scenarios, including the probability hypothesis de…
Decomposable Sparse Tensor on Tensor Regression
Haiyi Mao, Jason Xiaotian Dou
Most regularized tensor regression research focuses on tensors predictors with scalars responses or vectors predictors to tensors responses. We consider the sparse low rank tensor…
Sampling Through the Lens of Sequential Decision Making
Jason Xiaotian Dou, Alvin Qingkai Pan, Runxue Bao +3
Sampling is ubiquitous in machine learning methodologies. Due to the growth of large datasets and model complexity, we want to learn and adapt the sampling process while training a…
COEM: Cross-Modal Embedding for MetaCell Identification
Haiyi Mao, Minxue Jia, Jason Xiaotian Dou +2
Metacells are disjoint and homogeneous groups of single-cell profiles, representing discrete and highly granular cell states. Existing metacell algorithms tend to use only one moda…