Showing stat.MLShow all
2 papers · 1 filter
stat.ML2026
Local EGOP for Continuous Index Learning
Alex Kokot, Anand Hemmady, Vydhourie Thiyageswaran +1
We introduce the setting of continuous index learning, in which a function of many variables varies only along a small number of directions at each point. For efficient estimation,…
stat.ML2025
Coreset selection for the Sinkhorn divergence and generic smooth divergences
Alex Kokot, Alex Luedtke
We introduce CO2, an efficient algorithm to produce convexly-weighted coresets with respect to generic smooth divergences. By employing a functional Taylor expansion, we show a loc…