M. Pachkov

Bonsai reconstructs tree representations for distortion-free visualization and exploration of high-dimensional data.

Single-cell omics methods provide sparse, noisy measurements of high-dimensional cell states, whose underlying distributions remain poorly understood, raising an urgent need for exploratory analysis and visualization methods. However, current methods are ad hoc and uninterpretable, and they distort the structure in the...