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math.ST2025
Optimal sequencing depth for single-cell RNA-sequencing in Wasserstein space
Jakwang Kim, Sharvaj Kubal, Geoffrey Schiebinger
How many samples should one collect for an empirical distribution to be as close as possible to the true population? This question is not trivial in the context of single-cell RNA-…
math.ST2024
Log-concave Density Estimation with Independent Components
Sharvaj Kubal, Christian Campbell, Elina Robeva
We propose a method for estimating a log-concave density on from samples, under the assumption that there exists an orthogonal transformation that makes the component…