Coresets for Near-Convex Functions

9 June 2020

Papers citing "Coresets for Near-Convex Functions"

12 / 12 papers shown

Title
Dataset Distillation Meets Provable Subset Selection M. Tukan Alaa Maalouf Margarita Osadchy DD 39 4 0 16 Jul 2023
On the Size and Approximation Error of Distilled Sets Alaa Maalouf M. Tukan Noel Loo Ramin Hasani Mathias Lechner Daniela Rus DD 34 4 0 23 May 2023
Provable Data Subset Selection For Efficient Neural Network Training M. Tukan Samson Zhou Alaa Maalouf Daniela Rus Vladimir Braverman Dan Feldman MLT 28 9 0 09 Mar 2023
Dataset Distillation with Convexified Implicit Gradients Noel Loo Ramin Hasani Mathias Lechner Daniela Rus DD 31 41 0 13 Feb 2023
Efficient NTK using Dimensionality Reduction Nir Ailon Supratim Shit 38 0 0 10 Oct 2022
$p$ -Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets Alexander Munteanu Simon Omlor Christian Peters 23 10 0 25 Mar 2022
Obstacle Aware Sampling for Path Planning M. Tukan Alaa Maalouf Dan Feldman Roi Poranne 34 8 0 08 Mar 2022
Towards Optimal Lower Bounds for k-median and k-means Coresets Vincent Cohen-Addad Kasper Green Larsen David Saulpic Chris Schwiegelshohn 17 50 0 25 Feb 2022
A Novel Sequential Coreset Method for Gradient Descent Algorithms Jiawei Huang Ru Huang Wenjie Liu N. Freris Huihua Ding 29 16 0 05 Dec 2021
Introduction to Coresets: Approximated Mean Alaa Maalouf Ibrahim Jubran Dan Feldman 24 6 0 04 Nov 2021
Coresets for Decision Trees of Signals Ibrahim Jubran Ernesto Evgeniy Sanches Shayda I. Newman Dan Feldman 22 17 0 07 Oct 2021
Oblivious sketching for logistic regression Alexander Munteanu Simon Omlor David P. Woodruff UQCV 46 17 0 14 Jul 2021