4 citations · 7 across the 4 of their papers we have counts for
4 papers
On the Mod Cohomology of Pro- Iwahori Subgroups of
Daniel Kongsgaard
This paper can be seen as an update to part of the author's dissertation. We study the mod cohomology of the pro- Iwahori subgroups of $\operatorname{SL}_{n}(\mathbb Q_{…
Clustering Mixture Models in Almost-Linear Time via List-Decodable Mean Estimation
Ilias Diakonikolas, Daniel M. Kane, Daniel Kongsgaard +2
We study the problem of list-decodable mean estimation, where an adversary can corrupt a majority of the dataset. Specifically, we are given a set of points in $\mathbb{R}^…
List-Decodable Mean Estimation in Nearly-PCA Time
Ilias Diakonikolas, Daniel M. Kane, Daniel Kongsgaard +2
Traditionally, robust statistics has focused on designing estimators tolerant to a minority of contaminated data. Robust list-decodable learning focuses on the more challenging reg…
List-Decodable Mean Estimation via Iterative Multi-Filtering
Ilias Diakonikolas, Daniel M. Kane, Daniel Kongsgaard
We study the problem of {\em list-decodable mean estimation} for bounded covariance distributions. Specifically, we are given a set of points in with the promise…