11 citations · 22 across the 3 of their papers we have counts for
3 papers · 1 filter
Conditional Similarity Triplets Enable Covariate-Informed Representations of Single-Cell Data
Chi-Jane Chen, Haidong Yi, Natalie Stanley
Single-cell technologies enable comprehensive profiling of diverse immune cell-types through the measurement of multiple genes or proteins per individual cell. In order to translat…
Transparent Single-Cell Set Classification with Kernel Mean Embeddings
Siyuan Shan, Vishal Baskaran, Haidong Yi +3
Modern single-cell flow and mass cytometry technologies measure the expression of several proteins of the individual cells within a blood or tissue sample. Each profiled biological…
Exchangeable Neural ODE for Set Modeling
Yang Li, Haidong Yi, Christopher M. Bender +2
Reasoning over an instance composed of a set of vectors, like a point cloud, requires that one accounts for intra-set dependent features among elements. However, since such instanc…