3 papers
cs.CV2025
CHAMMI-75: Pre-training multi-channel models with heterogeneous microscopy images
Vidit Agrawal, John Peters, Tyler N. Thompson +13
Quantifying cell morphology using images and machine learning has proven to be a powerful tool to study the response of cells to treatments. However, models used to quantify cellul…
cs.DS2024
Computing Experiment-Constrained D-Optimal Designs
Aditya Pillai, Gabriel Ponte, Marcia Fampa +3
In optimal experimental design, the objective is to select a limited set of experiments that maximizes information about unknown model parameters based on factor levels. This work…
cs.DS2023
An Improved Approximation Algorithm for the Max--Section Problem
Dor Katzelnick, Aditya Pillai, Roy Schwartz +1
We consider the Max--Section problem, where we are given an undirected graph equipped with non-negative edge weights and the goal is to…